Overview

Dataset statistics

Number of variables94
Number of observations1112
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory857.6 KiB
Average record size in memory789.7 B

Variable types

Categorical92
Numeric2

Alerts

resp_reach has constant value "1"Constant
resp_reach2 has constant value ""Constant
language has constant value ""Constant
Full_Name has constant value ""Constant
starttime has a high cardinality: 1111 distinct valuesHigh cardinality
endtime has a high cardinality: 1111 distinct valuesHigh cardinality
duration_true has a high cardinality: 967 distinct valuesHigh cardinality
text_audit has a high cardinality: 1111 distinct valuesHigh cardinality
consent_audio has a high cardinality: 275 distinct valuesHigh cardinality
ezwichid_check has a high cardinality: 1047 distinct valuesHigh cardinality
pre_consent_ts has a high cardinality: 1051 distinct valuesHigh cardinality
survey_start_ts has a high cardinality: 1060 distinct valuesHigh cardinality
community has a high cardinality: 53 distinct valuesHigh cardinality
business_status_other has a high cardinality: 55 distinct valuesHigh cardinality
grant_amount has a high cardinality: 200 distinct valuesHigh cardinality
savings_amount_howmuch has a high cardinality: 61 distinct valuesHigh cardinality
save_purpose_30days has a high cardinality: 76 distinct valuesHigh cardinality
savings_amount_30days has a high cardinality: 71 distinct valuesHigh cardinality
save_purpose_12months has a high cardinality: 95 distinct valuesHigh cardinality
savings_times_12months_other has a high cardinality: 52 distinct valuesHigh cardinality
savings_amount_12months has a high cardinality: 150 distinct valuesHigh cardinality
save_reason_other has a high cardinality: 56 distinct valuesHigh cardinality
business_principles has a high cardinality: 141 distinct valuesHigh cardinality
business_principles_applied has a high cardinality: 136 distinct valuesHigh cardinality
deviceid is highly overall correlated with subscriberid and 44 other fieldsHigh correlation
subscriberid is highly overall correlated with deviceid and 19 other fieldsHigh correlation
simid is highly overall correlated with deviceid and 19 other fieldsHigh correlation
devicephonenum is highly overall correlated with deviceid and 4 other fieldsHigh correlation
username is highly overall correlated with deviceid and 7 other fieldsHigh correlation
beneficiary_check is highly overall correlated with true_beneficiary and 2 other fieldsHigh correlation
true_beneficiary is highly overall correlated with beneficiary_check and 11 other fieldsHigh correlation
true_beneficiary_talk is highly overall correlated with beneficiary_check and 2 other fieldsHigh correlation
verify_beneficiary is highly overall correlated with true_beneficiary and 33 other fieldsHigh correlation
Voluntarily_participate is highly overall correlated with verify_beneficiary and 32 other fieldsHigh correlation
Understand_purpose_rights is highly overall correlated with verify_beneficiary and 32 other fieldsHigh correlation
region is highly overall correlated with deviceid and 42 other fieldsHigh correlation
district is highly overall correlated with deviceid and 61 other fieldsHigh correlation
community is highly overall correlated with deviceid and 64 other fieldsHigh correlation
Sex is highly overall correlated with verify_beneficiary and 32 other fieldsHigh correlation
Age is highly overall correlated with deviceid and 38 other fieldsHigh correlation
schooling is highly overall correlated with true_beneficiary and 35 other fieldsHigh correlation
schooling_other is highly overall correlated with schooling and 2 other fieldsHigh correlation
marital_status is highly overall correlated with verify_beneficiary and 33 other fieldsHigh correlation
marital_status_other is highly overall correlated with marital_status and 2 other fieldsHigh correlation
household_size is highly overall correlated with verify_beneficiary and 32 other fieldsHigh correlation
employment_status is highly overall correlated with deviceid and 37 other fieldsHigh correlation
had_business is highly overall correlated with deviceid and 34 other fieldsHigh correlation
previous_business_status is highly overall correlated with deviceid and 7 other fieldsHigh correlation
new_business is highly overall correlated with deviceid and 33 other fieldsHigh correlation
completed_tech_training is highly overall correlated with verify_beneficiary and 32 other fieldsHigh correlation
received_grant is highly overall correlated with verify_beneficiary and 33 other fieldsHigh correlation
grant_month is highly overall correlated with deviceid and 14 other fieldsHigh correlation
have_goal is highly overall correlated with deviceid and 37 other fieldsHigh correlation
goal_cost is highly overall correlated with deviceid and 41 other fieldsHigh correlation
accomplish_goal is highly overall correlated with deviceid and 13 other fieldsHigh correlation
accomplish_goal_other is highly overall correlated with community and 18 other fieldsHigh correlation
savings_frequency is highly overall correlated with deviceid and 11 other fieldsHigh correlation
savings_frequency_often is highly overall correlated with deviceid and 16 other fieldsHigh correlation
savings_amount is highly overall correlated with deviceid and 9 other fieldsHigh correlation
savings_amount_howmuch is highly overall correlated with deviceid and 29 other fieldsHigh correlation
save_30days is highly overall correlated with verify_beneficiary and 39 other fieldsHigh correlation
save_purpose_30days is highly overall correlated with deviceid and 31 other fieldsHigh correlation
save_purpose_30days_other is highly overall correlated with community and 17 other fieldsHigh correlation
savings_times_30days is highly overall correlated with deviceid and 18 other fieldsHigh correlation
savings_times_30days_other is highly overall correlated with savings_frequency_often_other and 12 other fieldsHigh correlation
savings_amount_30days is highly overall correlated with deviceid and 28 other fieldsHigh correlation
savings_place_30days is highly overall correlated with deviceid and 29 other fieldsHigh correlation
savings_place_30days_other is highly overall correlated with deviceid and 20 other fieldsHigh correlation
save_12months is highly overall correlated with true_beneficiary and 39 other fieldsHigh correlation
save_purpose_12months is highly overall correlated with deviceid and 38 other fieldsHigh correlation
save_purpose_12months_other is highly overall correlated with community and 16 other fieldsHigh correlation
savings_times_12months_other is highly overall correlated with deviceid and 22 other fieldsHigh correlation
savings_place_12months is highly overall correlated with deviceid and 28 other fieldsHigh correlation
savings_place_12months_other is highly overall correlated with deviceid and 17 other fieldsHigh correlation
save_ability is highly overall correlated with deviceid and 41 other fieldsHigh correlation
business_principles_other is highly overall correlated with Age and 16 other fieldsHigh correlation
business_principles_applied_other is highly overall correlated with business_status_other and 16 other fieldsHigh correlation
purchase_eggs is highly overall correlated with deviceid and 33 other fieldsHigh correlation
purchase_beef is highly overall correlated with deviceid and 36 other fieldsHigh correlation
construction_material is highly overall correlated with verify_beneficiary and 33 other fieldsHigh correlation
fuel is highly overall correlated with verify_beneficiary and 34 other fieldsHigh correlation
gas_stove is highly overall correlated with verify_beneficiary and 32 other fieldsHigh correlation
refrigerator is highly overall correlated with verify_beneficiary and 32 other fieldsHigh correlation
fan is highly overall correlated with deviceid and 33 other fieldsHigh correlation
television is highly overall correlated with deviceid and 33 other fieldsHigh correlation
borrowed_30days is highly overall correlated with verify_beneficiary and 33 other fieldsHigh correlation
borrowed_reason is highly overall correlated with deviceid and 4 other fieldsHigh correlation
reduce_food is highly overall correlated with deviceid and 33 other fieldsHigh correlation
unexpected_expense is highly overall correlated with deviceid and 33 other fieldsHigh correlation
current_wealth is highly overall correlated with deviceid and 34 other fieldsHigh correlation
future_wealth is highly overall correlated with deviceid and 34 other fieldsHigh correlation
pct_sound_between0_60 is highly overall correlated with deviceid and 2 other fieldsHigh correlation
respid_check is highly overall correlated with deviceid and 14 other fieldsHigh correlation
employment_status_other is highly overall correlated with employment_status and 6 other fieldsHigh correlation
business_status_other is highly overall correlated with previous_business_status and 14 other fieldsHigh correlation
specific_goal is highly overall correlated with deviceid and 16 other fieldsHigh correlation
specific_goal_other is highly overall correlated with marital_status_other and 8 other fieldsHigh correlation
goal_timeline is highly overall correlated with deviceid and 19 other fieldsHigh correlation
savings_frequency_often_other is highly overall correlated with community and 14 other fieldsHigh correlation
savings_times_12months is highly overall correlated with deviceid and 12 other fieldsHigh correlation
save_reason is highly overall correlated with deviceid and 5 other fieldsHigh correlation
save_reason_other is highly overall correlated with beneficiary_check and 12 other fieldsHigh correlation
starttime is uniformly distributedUniform
endtime is uniformly distributedUniform
text_audit is uniformly distributedUniform

Reproduction

Analysis started2022-12-02 16:13:21.174349
Analysis finished2022-12-02 16:15:28.967981
Duration2 minutes and 7.79 seconds
Software versionpandas-profiling vdev
Download configurationconfig.json

Variables

starttime
Categorical

HIGH CARDINALITY
UNIFORM

Distinct1111
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
2022-12-01T08:43:39.278Z
 
2
2022-11-27T11:06:04.188Z
 
1
2022-11-30T09:27:47.012Z
 
1
2022-11-30T10:08:26.299Z
 
1
2022-11-30T13:07:11.118Z
 
1
Other values (1106)
1106 

Length

Max length24
Median length24
Mean length24
Min length24

Characters and Unicode

Total characters26688
Distinct characters15
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1110 ?
Unique (%)99.8%

Sample

1st row2022-11-27T11:06:04.188Z
2nd row2022-11-27T12:50:33.288Z
3rd row2022-11-27T13:15:27.986Z
4th row2022-11-27T13:51:58.297Z
5th row2022-11-27T14:35:09.320Z

Common Values

ValueCountFrequency (%)
2022-12-01T08:43:39.278Z 2
 
0.2%
2022-11-27T11:06:04.188Z 1
 
0.1%
2022-11-30T09:27:47.012Z 1
 
0.1%
2022-11-30T10:08:26.299Z 1
 
0.1%
2022-11-30T13:07:11.118Z 1
 
0.1%
2022-11-30T10:53:13.587Z 1
 
0.1%
2022-11-30T06:32:32.011Z 1
 
0.1%
2022-11-30T08:55:44.727Z 1
 
0.1%
2022-11-30T07:30:34.198Z 1
 
0.1%
2022-11-30T12:08:52.106Z 1
 
0.1%
Other values (1101) 1101
99.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
2022-12-01t08:43:39.278z 2
 
0.2%
2022-11-27t09:22:27.189z 1
 
0.1%
2022-11-27t13:15:27.986z 1
 
0.1%
2022-11-27t13:51:58.297z 1
 
0.1%
2022-11-27t14:35:09.320z 1
 
0.1%
2022-11-27t15:47:06.957z 1
 
0.1%
2022-11-27t10:08:28.326z 1
 
0.1%
2022-11-27t12:57:23.433z 1
 
0.1%
2022-11-27t13:48:56.729z 1
 
0.1%
2022-11-28t11:57:56.690z 1
 
0.1%
Other values (1101) 1101
99.0%

Most occurring characters

ValueCountFrequency (%)
2 5305
19.9%
1 4107
15.4%
0 2941
11.0%
- 2224
8.3%
: 2224
8.3%
3 1260
 
4.7%
T 1112
 
4.2%
. 1112
 
4.2%
Z 1112
 
4.2%
9 986
 
3.7%
Other values (5) 4305
16.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 18904
70.8%
Other Punctuation 3336
 
12.5%
Dash Punctuation 2224
 
8.3%
Uppercase Letter 2224
 
8.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 5305
28.1%
1 4107
21.7%
0 2941
15.6%
3 1260
 
6.7%
9 986
 
5.2%
4 977
 
5.2%
5 966
 
5.1%
8 932
 
4.9%
7 742
 
3.9%
6 688
 
3.6%
Other Punctuation
ValueCountFrequency (%)
: 2224
66.7%
. 1112
33.3%
Uppercase Letter
ValueCountFrequency (%)
T 1112
50.0%
Z 1112
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 2224
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 24464
91.7%
Latin 2224
 
8.3%

Most frequent character per script

Common
ValueCountFrequency (%)
2 5305
21.7%
1 4107
16.8%
0 2941
12.0%
- 2224
9.1%
: 2224
9.1%
3 1260
 
5.2%
. 1112
 
4.5%
9 986
 
4.0%
4 977
 
4.0%
5 966
 
3.9%
Other values (3) 2362
9.7%
Latin
ValueCountFrequency (%)
T 1112
50.0%
Z 1112
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 26688
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 5305
19.9%
1 4107
15.4%
0 2941
11.0%
- 2224
8.3%
: 2224
8.3%
3 1260
 
4.7%
T 1112
 
4.2%
. 1112
 
4.2%
Z 1112
 
4.2%
9 986
 
3.7%
Other values (5) 4305
16.1%

endtime
Categorical

HIGH CARDINALITY
UNIFORM

Distinct1111
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
2022-12-01T18:25:18.412Z
 
2
2022-11-27T15:45:05.438Z
 
1
2022-11-30T19:28:45.845Z
 
1
2022-11-30T19:38:07.886Z
 
1
2022-11-30T20:02:54.819Z
 
1
Other values (1106)
1106 

Length

Max length24
Median length24
Mean length24
Min length24

Characters and Unicode

Total characters26688
Distinct characters15
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1110 ?
Unique (%)99.8%

Sample

1st row2022-11-27T15:45:05.438Z
2nd row2022-11-27T15:39:43.035Z
3rd row2022-11-27T15:35:58.274Z
4th row2022-11-27T15:33:15.404Z
5th row2022-11-27T15:31:33.795Z

Common Values

ValueCountFrequency (%)
2022-12-01T18:25:18.412Z 2
 
0.2%
2022-11-27T15:45:05.438Z 1
 
0.1%
2022-11-30T19:28:45.845Z 1
 
0.1%
2022-11-30T19:38:07.886Z 1
 
0.1%
2022-11-30T20:02:54.819Z 1
 
0.1%
2022-11-30T19:41:09.238Z 1
 
0.1%
2022-11-30T08:55:39.837Z 1
 
0.1%
2022-11-30T16:19:45.540Z 1
 
0.1%
2022-12-01T04:18:58.579Z 1
 
0.1%
2022-11-30T20:00:19.682Z 1
 
0.1%
Other values (1101) 1101
99.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
2022-12-01t18:25:18.412z 2
 
0.2%
2022-11-28t06:33:26.243z 1
 
0.1%
2022-11-27t15:35:58.274z 1
 
0.1%
2022-11-27t15:33:15.404z 1
 
0.1%
2022-11-27t15:31:33.795z 1
 
0.1%
2022-11-27t16:09:36.001z 1
 
0.1%
2022-11-27t20:30:29.152z 1
 
0.1%
2022-11-27t20:38:20.903z 1
 
0.1%
2022-11-27t20:41:13.635z 1
 
0.1%
2022-11-28t14:49:23.216z 1
 
0.1%
Other values (1101) 1101
99.0%

Most occurring characters

ValueCountFrequency (%)
2 5527
20.7%
1 3966
14.9%
0 2930
11.0%
- 2224
8.3%
: 2224
8.3%
3 1205
 
4.5%
T 1112
 
4.2%
. 1112
 
4.2%
Z 1112
 
4.2%
5 991
 
3.7%
Other values (5) 4285
16.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 18904
70.8%
Other Punctuation 3336
 
12.5%
Dash Punctuation 2224
 
8.3%
Uppercase Letter 2224
 
8.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 5527
29.2%
1 3966
21.0%
0 2930
15.5%
3 1205
 
6.4%
5 991
 
5.2%
9 975
 
5.2%
8 949
 
5.0%
4 936
 
5.0%
7 746
 
3.9%
6 679
 
3.6%
Other Punctuation
ValueCountFrequency (%)
: 2224
66.7%
. 1112
33.3%
Uppercase Letter
ValueCountFrequency (%)
T 1112
50.0%
Z 1112
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 2224
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 24464
91.7%
Latin 2224
 
8.3%

Most frequent character per script

Common
ValueCountFrequency (%)
2 5527
22.6%
1 3966
16.2%
0 2930
12.0%
- 2224
9.1%
: 2224
9.1%
3 1205
 
4.9%
. 1112
 
4.5%
5 991
 
4.1%
9 975
 
4.0%
8 949
 
3.9%
Other values (3) 2361
9.7%
Latin
ValueCountFrequency (%)
T 1112
50.0%
Z 1112
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 26688
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 5527
20.7%
1 3966
14.9%
0 2930
11.0%
- 2224
8.3%
: 2224
8.3%
3 1205
 
4.5%
T 1112
 
4.2%
. 1112
 
4.2%
Z 1112
 
4.2%
5 991
 
3.7%
Other values (5) 4285
16.1%

deviceid
Categorical

Distinct27
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
4467fcae004dd03f
 
72
352232117694672
 
59
352232119413063
 
58
352231113785393
 
54
352231112534727
 
51
Other values (22)
818 

Length

Max length16
Median length15
Mean length15.286871
Min length15

Characters and Unicode

Total characters16999
Distinct characters16
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row352231112534727
2nd row352231112534727
3rd row352231112534727
4th row352231112534727
5th row352231112534727

Common Values

ValueCountFrequency (%)
4467fcae004dd03f 72
 
6.5%
352232117694672 59
 
5.3%
352232119413063 58
 
5.2%
352231113785393 54
 
4.9%
352231112534727 51
 
4.6%
365ea3722980dd28 50
 
4.5%
352232119640343 50
 
4.5%
352231112533943 49
 
4.4%
352231115421237 47
 
4.2%
352231112513853 47
 
4.2%
Other values (17) 575
51.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
4467fcae004dd03f 72
 
6.5%
352232117694672 59
 
5.3%
352232119413063 58
 
5.2%
352231113785393 54
 
4.9%
352231112534727 51
 
4.6%
365ea3722980dd28 50
 
4.5%
352232119640343 50
 
4.5%
352231112533943 49
 
4.4%
352231115421237 47
 
4.2%
352231112513853 47
 
4.2%
Other values (17) 575
51.7%

Most occurring characters

ValueCountFrequency (%)
2 2929
17.2%
3 2874
16.9%
1 2283
13.4%
5 1532
9.0%
6 1167
 
6.9%
7 1103
 
6.5%
9 982
 
5.8%
4 952
 
5.6%
0 857
 
5.0%
8 547
 
3.2%
Other values (6) 1773
10.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 15226
89.6%
Lowercase Letter 1773
 
10.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 2929
19.2%
3 2874
18.9%
1 2283
15.0%
5 1532
10.1%
6 1167
 
7.7%
7 1103
 
7.2%
9 982
 
6.4%
4 952
 
6.3%
0 857
 
5.6%
8 547
 
3.6%
Lowercase Letter
ValueCountFrequency (%)
d 386
21.8%
b 310
17.5%
e 306
17.3%
f 302
17.0%
a 279
15.7%
c 190
10.7%

Most occurring scripts

ValueCountFrequency (%)
Common 15226
89.6%
Latin 1773
 
10.4%

Most frequent character per script

Common
ValueCountFrequency (%)
2 2929
19.2%
3 2874
18.9%
1 2283
15.0%
5 1532
10.1%
6 1167
 
7.7%
7 1103
 
7.2%
9 982
 
6.4%
4 952
 
6.3%
0 857
 
5.6%
8 547
 
3.6%
Latin
ValueCountFrequency (%)
d 386
21.8%
b 310
17.5%
e 306
17.3%
f 302
17.0%
a 279
15.7%
c 190
10.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 16999
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 2929
17.2%
3 2874
16.9%
1 2283
13.4%
5 1532
9.0%
6 1167
 
6.9%
7 1103
 
6.5%
9 982
 
5.8%
4 952
 
5.6%
0 857
 
5.0%
8 547
 
3.2%
Other values (6) 1773
10.4%

subscriberid
Categorical

Distinct12
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
779 
620020554442645
 
54
620010101412629
 
51
620020554464049
 
46
620020514952611
 
45
Other values (7)
137 

Length

Max length15
Median length0
Mean length4.4919065
Min length0

Characters and Unicode

Total characters4995
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row620010101412629
2nd row620010101412629
3rd row620010101412629
4th row620010101412629
5th row620010101412629

Common Values

ValueCountFrequency (%)
779
70.1%
620020554442645 54
 
4.9%
620010101412629 51
 
4.6%
620020554464049 46
 
4.1%
620020514952611 45
 
4.0%
620010400722673 44
 
4.0%
620010426299479 40
 
3.6%
620010416230496 38
 
3.4%
620020562895767 10
 
0.9%
620010430443705 2
 
0.2%
Other values (2) 3
 
0.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
620020554442645 54
16.2%
620010101412629 51
15.3%
620020554464049 46
13.8%
620020514952611 45
13.5%
620010400722673 44
13.2%
620010426299479 40
12.0%
620010416230496 38
11.4%
620020562895767 10
 
3.0%
620010430443705 2
 
0.6%
620020543039584 2
 
0.6%

Most occurring characters

ValueCountFrequency (%)
0 1229
24.6%
2 907
18.2%
6 710
14.2%
4 707
14.2%
1 503
10.1%
5 371
 
7.4%
9 313
 
6.3%
7 150
 
3.0%
3 90
 
1.8%
8 15
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 4995
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1229
24.6%
2 907
18.2%
6 710
14.2%
4 707
14.2%
1 503
10.1%
5 371
 
7.4%
9 313
 
6.3%
7 150
 
3.0%
3 90
 
1.8%
8 15
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 4995
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1229
24.6%
2 907
18.2%
6 710
14.2%
4 707
14.2%
1 503
10.1%
5 371
 
7.4%
9 313
 
6.3%
7 150
 
3.0%
3 90
 
1.8%
8 15
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4995
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1229
24.6%
2 907
18.2%
6 710
14.2%
4 707
14.2%
1 503
10.1%
5 371
 
7.4%
9 313
 
6.3%
7 150
 
3.0%
3 90
 
1.8%
8 15
 
0.3%

simid
Categorical

Distinct12
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
779 
89233020500544426451
 
54
8923301001014126295
 
51
89233020500544640499
 
46
89233020500149526119
 
45
Other values (7)
137 

Length

Max length20
Median length0
Mean length5.8309353
Min length0

Characters and Unicode

Total characters6484
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row8923301001014126295
2nd row8923301001014126295
3rd row8923301001014126295
4th row8923301001014126295
5th row8923301001014126295

Common Values

ValueCountFrequency (%)
779
70.1%
89233020500544426451 54
 
4.9%
8923301001014126295 51
 
4.6%
89233020500544640499 46
 
4.1%
89233020500149526119 45
 
4.0%
8923301004007226734 44
 
4.0%
8923301004262994794 40
 
3.6%
8923301004162304961 38
 
3.4%
89233020500628957678 10
 
0.9%
8923301004304437059 2
 
0.2%
Other values (2) 3
 
0.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
89233020500544426451 54
16.2%
8923301001014126295 51
15.3%
89233020500544640499 46
13.8%
89233020500149526119 45
13.5%
8923301004007226734 44
13.2%
8923301004262994794 40
12.0%
8923301004162304961 38
11.4%
89233020500628957678 10
 
3.0%
8923301004304437059 2
 
0.6%
89233020500430395844 2
 
0.6%

Most occurring characters

ValueCountFrequency (%)
0 1386
21.4%
2 907
14.0%
4 793
12.2%
3 757
11.7%
9 739
11.4%
1 595
9.2%
5 422
 
6.5%
6 377
 
5.8%
8 358
 
5.5%
7 150
 
2.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 6484
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1386
21.4%
2 907
14.0%
4 793
12.2%
3 757
11.7%
9 739
11.4%
1 595
9.2%
5 422
 
6.5%
6 377
 
5.8%
8 358
 
5.5%
7 150
 
2.3%

Most occurring scripts

ValueCountFrequency (%)
Common 6484
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1386
21.4%
2 907
14.0%
4 793
12.2%
3 757
11.7%
9 739
11.4%
1 595
9.2%
5 422
 
6.5%
6 377
 
5.8%
8 358
 
5.5%
7 150
 
2.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 6484
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1386
21.4%
2 907
14.0%
4 793
12.2%
3 757
11.7%
9 739
11.4%
1 595
9.2%
5 422
 
6.5%
6 377
 
5.8%
8 358
 
5.5%
7 150
 
2.3%

devicephonenum
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1109 
233207933209
 
2
233548914186
 
1

Length

Max length12
Median length0
Mean length0.032374101
Min length0

Characters and Unicode

Total characters36
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1109
99.7%
233207933209 2
 
0.2%
233548914186 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
233207933209 2
66.7%
233548914186 1
33.3%

Most occurring characters

ValueCountFrequency (%)
3 10
27.8%
2 7
19.4%
9 5
13.9%
0 4
 
11.1%
7 2
 
5.6%
4 2
 
5.6%
8 2
 
5.6%
1 2
 
5.6%
5 1
 
2.8%
6 1
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 36
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 10
27.8%
2 7
19.4%
9 5
13.9%
0 4
 
11.1%
7 2
 
5.6%
4 2
 
5.6%
8 2
 
5.6%
1 2
 
5.6%
5 1
 
2.8%
6 1
 
2.8%

Most occurring scripts

ValueCountFrequency (%)
Common 36
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 10
27.8%
2 7
19.4%
9 5
13.9%
0 4
 
11.1%
7 2
 
5.6%
4 2
 
5.6%
8 2
 
5.6%
1 2
 
5.6%
5 1
 
2.8%
6 1
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 36
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 10
27.8%
2 7
19.4%
9 5
13.9%
0 4
 
11.1%
7 2
 
5.6%
4 2
 
5.6%
8 2
 
5.6%
1 2
 
5.6%
5 1
 
2.8%
6 1
 
2.8%

username
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
jwilliams@jmkconsultinggroup.org
1040 
jwilliams@jmkconsultinggroup,org (not yet authenticated)
 
72

Length

Max length56
Median length32
Mean length33.553957
Min length32

Characters and Unicode

Total characters37312
Distinct characters26
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowjwilliams@jmkconsultinggroup.org
2nd rowjwilliams@jmkconsultinggroup.org
3rd rowjwilliams@jmkconsultinggroup.org
4th rowjwilliams@jmkconsultinggroup.org
5th rowjwilliams@jmkconsultinggroup.org

Common Values

ValueCountFrequency (%)
jwilliams@jmkconsultinggroup.org 1040
93.5%
jwilliams@jmkconsultinggroup,org (not yet authenticated) 72
 
6.5%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
jwilliams@jmkconsultinggroup.org 1040
78.3%
jwilliams@jmkconsultinggroup,org 72
 
5.4%
not 72
 
5.4%
yet 72
 
5.4%
authenticated 72
 
5.4%

Most occurring characters

ValueCountFrequency (%)
o 3408
 
9.1%
i 3408
 
9.1%
l 3336
 
8.9%
g 3336
 
8.9%
n 2368
 
6.3%
u 2296
 
6.2%
j 2224
 
6.0%
r 2224
 
6.0%
m 2224
 
6.0%
s 2224
 
6.0%
Other values (16) 10264
27.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 34728
93.1%
Other Punctuation 2224
 
6.0%
Space Separator 216
 
0.6%
Open Punctuation 72
 
0.2%
Close Punctuation 72
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 3408
9.8%
i 3408
9.8%
l 3336
9.6%
g 3336
9.6%
n 2368
 
6.8%
u 2296
 
6.6%
j 2224
 
6.4%
r 2224
 
6.4%
m 2224
 
6.4%
s 2224
 
6.4%
Other values (10) 7680
22.1%
Other Punctuation
ValueCountFrequency (%)
@ 1112
50.0%
. 1040
46.8%
, 72
 
3.2%
Space Separator
ValueCountFrequency (%)
216
100.0%
Open Punctuation
ValueCountFrequency (%)
( 72
100.0%
Close Punctuation
ValueCountFrequency (%)
) 72
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 34728
93.1%
Common 2584
 
6.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 3408
9.8%
i 3408
9.8%
l 3336
9.6%
g 3336
9.6%
n 2368
 
6.8%
u 2296
 
6.6%
j 2224
 
6.4%
r 2224
 
6.4%
m 2224
 
6.4%
s 2224
 
6.4%
Other values (10) 7680
22.1%
Common
ValueCountFrequency (%)
@ 1112
43.0%
. 1040
40.2%
216
 
8.4%
, 72
 
2.8%
( 72
 
2.8%
) 72
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 37312
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o 3408
 
9.1%
i 3408
 
9.1%
l 3336
 
8.9%
g 3336
 
8.9%
n 2368
 
6.3%
u 2296
 
6.2%
j 2224
 
6.0%
r 2224
 
6.0%
m 2224
 
6.0%
s 2224
 
6.0%
Other values (16) 10264
27.5%

duration_true
Categorical

Distinct967
Distinct (%)87.0%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
145 
-654.5539999
 
2
-617.3589997
 
1
-1883.83
 
1
-512.8399997
 
1
Other values (962)
962 

Length

Max length12
Median length11
Mean length9.2005396
Min length0

Characters and Unicode

Total characters10231
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique965 ?
Unique (%)86.8%

Sample

1st row-1289.834
2nd row-1018.47
3rd row-1256.139
4th row
5th row-1239.55

Common Values

ValueCountFrequency (%)
145
 
13.0%
-654.5539999 2
 
0.2%
-617.3589997 1
 
0.1%
-1883.83 1
 
0.1%
-512.8399997 1
 
0.1%
-1271.865 1
 
0.1%
-1409.42 1
 
0.1%
-2262.365 1
 
0.1%
-571.3240004 1
 
0.1%
-972.8949997 1
 
0.1%
Other values (957) 957
86.1%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
654.5539999 2
 
0.2%
347.072 1
 
0.1%
846.852 1
 
0.1%
1520.729 1
 
0.1%
1256.139 1
 
0.1%
1239.55 1
 
0.1%
1092.699001 1
 
0.1%
2599.158 1
 
0.1%
2334.006 1
 
0.1%
1663.188 1
 
0.1%
Other values (956) 956
98.9%

Most occurring characters

ValueCountFrequency (%)
9 1577
15.4%
0 1239
12.1%
- 967
9.5%
. 967
9.5%
1 924
9.0%
2 739
7.2%
8 702
6.9%
7 636
6.2%
3 630
 
6.2%
5 623
 
6.1%
Other values (2) 1227
12.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 8297
81.1%
Dash Punctuation 967
 
9.5%
Other Punctuation 967
 
9.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
9 1577
19.0%
0 1239
14.9%
1 924
11.1%
2 739
8.9%
8 702
8.5%
7 636
7.7%
3 630
 
7.6%
5 623
 
7.5%
4 622
 
7.5%
6 605
 
7.3%
Dash Punctuation
ValueCountFrequency (%)
- 967
100.0%
Other Punctuation
ValueCountFrequency (%)
. 967
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 10231
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
9 1577
15.4%
0 1239
12.1%
- 967
9.5%
. 967
9.5%
1 924
9.0%
2 739
7.2%
8 702
6.9%
7 636
6.2%
3 630
 
6.2%
5 623
 
6.1%
Other values (2) 1227
12.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 10231
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
9 1577
15.4%
0 1239
12.1%
- 967
9.5%
. 967
9.5%
1 924
9.0%
2 739
7.2%
8 702
6.9%
7 636
6.2%
3 630
 
6.2%
5 623
 
6.1%
Other values (2) 1227
12.0%

text_audit
Categorical

HIGH CARDINALITY
UNIFORM

Distinct1111
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
TA_aa9c789c-28cb-41b6-ab62-34a943d7b9a9.csv
 
2
TA_989b4c9f-e1c9-472c-a0be-fb0a37ca5cc6.csv
 
1
TA_4067309b-df2e-413a-bcec-c7e98eea4b13.csv
 
1
TA_693f7f9e-c1ce-46a8-a73e-b4ae810b0774.csv
 
1
TA_64cba002-b57d-488e-abb9-4b2b8ba2c1d3.csv
 
1
Other values (1106)
1106 

Length

Max length43
Median length43
Mean length43
Min length43

Characters and Unicode

Total characters47816
Distinct characters23
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1110 ?
Unique (%)99.8%

Sample

1st rowTA_989b4c9f-e1c9-472c-a0be-fb0a37ca5cc6.csv
2nd rowTA_8333ef6a-1cdf-43d4-aa86-f80304775d92.csv
3rd rowTA_cabbae37-32e8-42ac-8852-124dd90143b0.csv
4th rowTA_3865243c-12f6-4fbe-99c9-7f33f29684a6.csv
5th rowTA_ff615fc0-02bd-42a1-b8b5-1b8eeb037096.csv

Common Values

ValueCountFrequency (%)
TA_aa9c789c-28cb-41b6-ab62-34a943d7b9a9.csv 2
 
0.2%
TA_989b4c9f-e1c9-472c-a0be-fb0a37ca5cc6.csv 1
 
0.1%
TA_4067309b-df2e-413a-bcec-c7e98eea4b13.csv 1
 
0.1%
TA_693f7f9e-c1ce-46a8-a73e-b4ae810b0774.csv 1
 
0.1%
TA_64cba002-b57d-488e-abb9-4b2b8ba2c1d3.csv 1
 
0.1%
TA_644caa5d-0060-452e-9906-add744e2bb25.csv 1
 
0.1%
TA_5bb9522f-c9ec-45c3-ba3b-de3c712e2745.csv 1
 
0.1%
TA_591e6589-2fc1-4462-a556-d81c7f2582bd.csv 1
 
0.1%
TA_4eaa9b23-1277-41ec-b6c5-9191f8f13cab.csv 1
 
0.1%
TA_3885fb1b-7c06-4766-b4ce-da84896bbe27.csv 1
 
0.1%
Other values (1101) 1101
99.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
ta_aa9c789c-28cb-41b6-ab62-34a943d7b9a9.csv 2
 
0.2%
ta_a99497ae-3950-489d-96e7-d6b785fa1757.csv 1
 
0.1%
ta_cabbae37-32e8-42ac-8852-124dd90143b0.csv 1
 
0.1%
ta_3865243c-12f6-4fbe-99c9-7f33f29684a6.csv 1
 
0.1%
ta_ff615fc0-02bd-42a1-b8b5-1b8eeb037096.csv 1
 
0.1%
ta_298731db-d50e-4f34-abee-d6ac53e600ac.csv 1
 
0.1%
ta_ab9dc08b-6e4a-4dd9-9c86-f8112cff4197.csv 1
 
0.1%
ta_e2666134-3923-4c96-a5ae-bb39ae6ddbbf.csv 1
 
0.1%
ta_b03b189b-350c-4f99-8c6d-ec453a9230da.csv 1
 
0.1%
ta_5140c2fa-833e-4df6-8655-dcc7952f390f.csv 1
 
0.1%
Other values (1101) 1101
99.0%

Most occurring characters

ValueCountFrequency (%)
- 4448
 
9.3%
c 3288
 
6.9%
4 3136
 
6.6%
9 2495
 
5.2%
b 2386
 
5.0%
a 2337
 
4.9%
8 2331
 
4.9%
d 2162
 
4.5%
3 2160
 
4.5%
6 2116
 
4.4%
Other values (13) 20957
43.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 22392
46.8%
Lowercase Letter 16528
34.6%
Dash Punctuation 4448
 
9.3%
Uppercase Letter 2224
 
4.7%
Other Punctuation 1112
 
2.3%
Connector Punctuation 1112
 
2.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 3136
14.0%
9 2495
11.1%
8 2331
10.4%
3 2160
9.6%
6 2116
9.4%
5 2079
9.3%
2 2030
9.1%
7 2021
9.0%
1 2016
9.0%
0 2008
9.0%
Lowercase Letter
ValueCountFrequency (%)
c 3288
19.9%
b 2386
14.4%
a 2337
14.1%
d 2162
13.1%
e 2080
12.6%
f 2051
12.4%
s 1112
 
6.7%
v 1112
 
6.7%
Uppercase Letter
ValueCountFrequency (%)
A 1112
50.0%
T 1112
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 4448
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1112
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1112
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 29064
60.8%
Latin 18752
39.2%

Most frequent character per script

Common
ValueCountFrequency (%)
- 4448
15.3%
4 3136
10.8%
9 2495
8.6%
8 2331
8.0%
3 2160
7.4%
6 2116
7.3%
5 2079
7.2%
2 2030
7.0%
7 2021
7.0%
1 2016
6.9%
Other values (3) 4232
14.6%
Latin
ValueCountFrequency (%)
c 3288
17.5%
b 2386
12.7%
a 2337
12.5%
d 2162
11.5%
e 2080
11.1%
f 2051
10.9%
A 1112
 
5.9%
s 1112
 
5.9%
v 1112
 
5.9%
T 1112
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 47816
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 4448
 
9.3%
c 3288
 
6.9%
4 3136
 
6.6%
9 2495
 
5.2%
b 2386
 
5.0%
a 2337
 
4.9%
8 2331
 
4.9%
d 2162
 
4.5%
3 2160
 
4.5%
6 2116
 
4.4%
Other values (13) 20957
43.8%

consent_audio
Categorical

Distinct275
Distinct (%)24.7%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
837 
AA_aa9c789c-28cb-41b6-ab62-34a943d7b9a9_resp_reach.m4a
 
2
AA_6cb9fb9e-df74-45c3-ac60-bf5495fef207_resp_reach.m4a
 
1
AA_eae52399-1544-4018-b21f-4395d58e7887_resp_reach.m4a
 
1
AA_d3c8fd59-7c98-4539-b8b3-16c9385cfb5c_resp_reach.m4a
 
1
Other values (270)
270 

Length

Max length54
Median length0
Mean length13.354317
Min length0

Characters and Unicode

Total characters14850
Distinct characters25
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique273 ?
Unique (%)24.6%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
837
75.3%
AA_aa9c789c-28cb-41b6-ab62-34a943d7b9a9_resp_reach.m4a 2
 
0.2%
AA_6cb9fb9e-df74-45c3-ac60-bf5495fef207_resp_reach.m4a 1
 
0.1%
AA_eae52399-1544-4018-b21f-4395d58e7887_resp_reach.m4a 1
 
0.1%
AA_d3c8fd59-7c98-4539-b8b3-16c9385cfb5c_resp_reach.m4a 1
 
0.1%
AA_c5f585a5-c928-47f1-a325-c70f6b68b483_resp_reach.m4a 1
 
0.1%
AA_9f97ca8b-d836-4362-b0f1-00ef1479fff7_resp_reach.m4a 1
 
0.1%
AA_965d2185-f31b-4e3d-9851-087362ecd6d4_resp_reach.m4a 1
 
0.1%
AA_794cadb2-7a2e-4a15-9adc-582dfa8661e7_resp_reach.m4a 1
 
0.1%
AA_644caa5d-0060-452e-9906-add744e2bb25_resp_reach.m4a 1
 
0.1%
Other values (265) 265
 
23.8%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
aa_aa9c789c-28cb-41b6-ab62-34a943d7b9a9_resp_reach.m4a 2
 
0.7%
aa_01a5cc73-9fe5-44b1-91fd-b4a6b55713c8_resp_reach.m4a 1
 
0.4%
aa_9179ea36-b8e2-4e11-8336-9bef9c6222cb_resp_reach.m4a 1
 
0.4%
aa_6e2c0fa9-d615-4414-aff2-569ba29dfd5d_resp_reach.m4a 1
 
0.4%
aa_6b55c768-01f1-4bc0-9832-9d1f737ebd01_resp_reach.m4a 1
 
0.4%
aa_51dc90c1-7208-4774-994e-892853f266f5_resp_reach.m4a 1
 
0.4%
aa_498bd318-a25a-4388-932f-377c1138f69d_resp_reach.m4a 1
 
0.4%
aa_1ccdceab-0799-46f5-adb7-5dbf12dd0763_resp_reach.m4a 1
 
0.4%
aa_985b41df-e809-4ab6-a8ac-13096bb952a6_resp_reach.m4a 1
 
0.4%
aa_219278e6-13d9-4e91-9af7-63737cf0124f_resp_reach.m4a 1
 
0.4%
Other values (264) 264
96.0%

Most occurring characters

ValueCountFrequency (%)
a 1144
 
7.7%
- 1100
 
7.4%
e 1057
 
7.1%
4 1040
 
7.0%
_ 825
 
5.6%
c 816
 
5.5%
9 616
 
4.1%
b 597
 
4.0%
8 573
 
3.9%
A 550
 
3.7%
Other values (15) 6532
44.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 6302
42.4%
Decimal Number 5798
39.0%
Dash Punctuation 1100
 
7.4%
Connector Punctuation 825
 
5.6%
Uppercase Letter 550
 
3.7%
Other Punctuation 275
 
1.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a 1144
18.2%
e 1057
16.8%
c 816
12.9%
b 597
9.5%
r 550
8.7%
d 546
8.7%
f 492
7.8%
s 275
 
4.4%
p 275
 
4.4%
h 275
 
4.4%
Decimal Number
ValueCountFrequency (%)
4 1040
17.9%
9 616
10.6%
8 573
9.9%
5 541
9.3%
2 520
9.0%
3 518
8.9%
6 512
8.8%
1 502
8.7%
7 494
8.5%
0 482
8.3%
Dash Punctuation
ValueCountFrequency (%)
- 1100
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 825
100.0%
Uppercase Letter
ValueCountFrequency (%)
A 550
100.0%
Other Punctuation
ValueCountFrequency (%)
. 275
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 7998
53.9%
Latin 6852
46.1%

Most frequent character per script

Common
ValueCountFrequency (%)
- 1100
13.8%
4 1040
13.0%
_ 825
10.3%
9 616
7.7%
8 573
7.2%
5 541
6.8%
2 520
6.5%
3 518
6.5%
6 512
6.4%
1 502
6.3%
Other values (3) 1251
15.6%
Latin
ValueCountFrequency (%)
a 1144
16.7%
e 1057
15.4%
c 816
11.9%
b 597
8.7%
A 550
8.0%
r 550
8.0%
d 546
8.0%
f 492
7.2%
s 275
 
4.0%
p 275
 
4.0%
Other values (2) 550
8.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 14850
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a 1144
 
7.7%
- 1100
 
7.4%
e 1057
 
7.1%
4 1040
 
7.0%
_ 825
 
5.6%
c 816
 
5.5%
9 616
 
4.1%
b 597
 
4.0%
8 573
 
3.9%
A 550
 
3.7%
Other values (15) 6532
44.0%

pct_sound_between0_60
Real number (ℝ)

Distinct1104
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.70704936
Minimum0.023276768
Maximum1
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size49.7 KiB

Quantile statistics

Minimum0.023276768
5-th percentile0.41048493
Q10.59459778
median0.70244428
Q30.85753022
95-th percentile0.95759838
Maximum1
Range0.97672323
Interquartile range (IQR)0.26293244

Descriptive statistics

Standard deviation0.1751832
Coefficient of variation (CV)0.24776658
Kurtosis0.24320662
Mean0.70704936
Median Absolute Deviation (MAD)0.13167562
Skewness-0.55431086
Sum786.23889
Variance0.030689155
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 6
 
0.5%
0.9409038239 2
 
0.2%
0.7610146862 2
 
0.2%
0.5088915234 2
 
0.2%
0.6575342466 1
 
0.1%
0.7027600849 1
 
0.1%
0.5677308024 1
 
0.1%
0.705406556 1
 
0.1%
0.5227561658 1
 
0.1%
0.6188085676 1
 
0.1%
Other values (1094) 1094
98.4%
ValueCountFrequency (%)
0.02327676828 1
0.1%
0.05490196078 1
0.1%
0.05825242718 1
0.1%
0.06882591093 1
0.1%
0.1089030207 1
0.1%
0.1502782931 1
0.1%
0.1607013857 1
0.1%
0.1677852349 1
0.1%
0.1938433797 1
0.1%
0.2138836773 1
0.1%
ValueCountFrequency (%)
1 6
0.5%
0.9981785064 1
 
0.1%
0.9981481481 1
 
0.1%
0.996350365 1
 
0.1%
0.9955752212 1
 
0.1%
0.9948109711 1
 
0.1%
0.9870466321 1
 
0.1%
0.9865107914 1
 
0.1%
0.9846368715 1
 
0.1%
0.9839533187 1
 
0.1%

respid_check
Real number (ℝ)

Distinct1111
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2025807.1
Minimum2013205
Maximum2041029
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size49.7 KiB

Quantile statistics

Minimum2013205
5-th percentile2014190.6
Q12016536.5
median2025187
Q32034508.2
95-th percentile2038202.6
Maximum2041029
Range27824
Interquartile range (IQR)17971.75

Descriptive statistics

Standard deviation8324.5908
Coefficient of variation (CV)0.0041092711
Kurtosis-1.2886332
Mean2025807.1
Median Absolute Deviation (MAD)8839
Skewness0.15383308
Sum2.2526975 × 109
Variance69298811
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2037816 2
 
0.2%
2017014 1
 
0.1%
2021907 1
 
0.1%
2022272 1
 
0.1%
2021898 1
 
0.1%
2022232 1
 
0.1%
2016048 1
 
0.1%
2016634 1
 
0.1%
2027327 1
 
0.1%
2022240 1
 
0.1%
Other values (1101) 1101
99.0%
ValueCountFrequency (%)
2013205 1
0.1%
2013341 1
0.1%
2013376 1
0.1%
2013400 1
0.1%
2013402 1
0.1%
2013403 1
0.1%
2013410 1
0.1%
2013420 1
0.1%
2013421 1
0.1%
2013423 1
0.1%
ValueCountFrequency (%)
2041029 1
0.1%
2041027 1
0.1%
2041022 1
0.1%
2040937 1
0.1%
2040929 1
0.1%
2040912 1
0.1%
2040906 1
0.1%
2040899 1
0.1%
2040897 1
0.1%
2040896 1
0.1%

ezwichid_check
Categorical

Distinct1047
Distinct (%)94.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
 
41
.
 
25
1010286112
 
2
1013849655
 
1
1013850708
 
1
Other values (1042)
1042 

Length

Max length10
Median length10
Mean length9.3156475
Min length0

Characters and Unicode

Total characters10359
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1044 ?
Unique (%)93.9%

Sample

1st row1016496909
2nd row1015869266
3rd row1015869618
4th row1015864853
5th row1015864971

Common Values

ValueCountFrequency (%)
41
 
3.7%
. 25
 
2.2%
1010286112 2
 
0.2%
1013849655 1
 
0.1%
1013850708 1
 
0.1%
1013849445 1
 
0.1%
1013849721 1
 
0.1%
4867279014 1
 
0.1%
4867279092 1
 
0.1%
1016496909 1
 
0.1%
Other values (1037) 1037
93.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
25
 
2.3%
1010286112 2
 
0.2%
1011537541 1
 
0.1%
1015288558 1
 
0.1%
4867417854 1
 
0.1%
1015869618 1
 
0.1%
1015864853 1
 
0.1%
1015864971 1
 
0.1%
1015864695 1
 
0.1%
1011913461 1
 
0.1%
Other values (1036) 1036
96.7%

Most occurring characters

ValueCountFrequency (%)
1 2131
20.6%
0 1381
13.3%
6 1057
10.2%
8 980
9.5%
4 952
9.2%
7 919
8.9%
5 861
8.3%
3 705
 
6.8%
9 691
 
6.7%
2 657
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 10334
99.8%
Other Punctuation 25
 
0.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 2131
20.6%
0 1381
13.4%
6 1057
10.2%
8 980
9.5%
4 952
9.2%
7 919
8.9%
5 861
8.3%
3 705
 
6.8%
9 691
 
6.7%
2 657
 
6.4%
Other Punctuation
ValueCountFrequency (%)
. 25
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 10359
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 2131
20.6%
0 1381
13.3%
6 1057
10.2%
8 980
9.5%
4 952
9.2%
7 919
8.9%
5 861
8.3%
3 705
 
6.8%
9 691
 
6.7%
2 657
 
6.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 10359
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 2131
20.6%
0 1381
13.3%
6 1057
10.2%
8 980
9.5%
4 952
9.2%
7 919
8.9%
5 861
8.3%
3 705
 
6.8%
9 691
 
6.7%
2 657
 
6.3%

resp_reach
Categorical

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1112 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters1112
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1112
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1112
100.0%

Most occurring characters

ValueCountFrequency (%)
1 1112
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1112
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1112
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1112
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1112
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1112
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1112
100.0%

resp_reach2
Categorical

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1112 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1112
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1108 
0
 
4

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters1112
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1108
99.6%
0 4
 
0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1108
99.6%
0 4
 
0.4%

Most occurring characters

ValueCountFrequency (%)
1 1108
99.6%
0 4
 
0.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1112
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1108
99.6%
0 4
 
0.4%

Most occurring scripts

ValueCountFrequency (%)
Common 1112
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1108
99.6%
0 4
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1112
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1108
99.6%
0 4
 
0.4%

true_beneficiary
Categorical

Distinct5
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1108 
Tiipok Boahemel
 
1
Geelima Kayalug and she is my mother in-law
 
1
GBANBIL BA-ABALEM
 
1
ACHAVUSUM AWENKAWEN
 
1

Length

Max length44
Median length0
Mean length0.085431655
Min length0

Characters and Unicode

Total characters95
Distinct characters36
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4 ?
Unique (%)0.4%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1108
99.6%
Tiipok Boahemel 1
 
0.1%
Geelima Kayalug and she is my mother in-law 1
 
0.1%
GBANBIL BA-ABALEM 1
 
0.1%
ACHAVUSUM AWENKAWEN 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
tiipok 1
 
7.1%
boahemel 1
 
7.1%
geelima 1
 
7.1%
kayalug 1
 
7.1%
and 1
 
7.1%
she 1
 
7.1%
is 1
 
7.1%
my 1
 
7.1%
mother 1
 
7.1%
in-law 1
 
7.1%
Other values (4) 4
28.6%

Most occurring characters

ValueCountFrequency (%)
11
 
11.6%
A 8
 
8.4%
a 6
 
6.3%
e 6
 
6.3%
B 5
 
5.3%
i 5
 
5.3%
m 4
 
4.2%
l 4
 
4.2%
N 3
 
3.2%
o 3
 
3.2%
Other values (26) 40
42.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 45
47.4%
Uppercase Letter 37
38.9%
Space Separator 11
 
11.6%
Dash Punctuation 2
 
2.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a 6
13.3%
e 6
13.3%
i 5
11.1%
m 4
8.9%
l 4
8.9%
o 3
 
6.7%
h 3
 
6.7%
n 2
 
4.4%
s 2
 
4.4%
y 2
 
4.4%
Other values (8) 8
17.8%
Uppercase Letter
ValueCountFrequency (%)
A 8
21.6%
B 5
13.5%
N 3
 
8.1%
E 3
 
8.1%
M 2
 
5.4%
W 2
 
5.4%
L 2
 
5.4%
G 2
 
5.4%
U 2
 
5.4%
K 2
 
5.4%
Other values (6) 6
16.2%
Space Separator
ValueCountFrequency (%)
11
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 82
86.3%
Common 13
 
13.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
A 8
 
9.8%
a 6
 
7.3%
e 6
 
7.3%
B 5
 
6.1%
i 5
 
6.1%
m 4
 
4.9%
l 4
 
4.9%
N 3
 
3.7%
o 3
 
3.7%
E 3
 
3.7%
Other values (24) 35
42.7%
Common
ValueCountFrequency (%)
11
84.6%
- 2
 
15.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 95
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
11
 
11.6%
A 8
 
8.4%
a 6
 
6.3%
e 6
 
6.3%
B 5
 
5.3%
i 5
 
5.3%
m 4
 
4.2%
l 4
 
4.2%
N 3
 
3.2%
o 3
 
3.2%
Other values (26) 40
42.1%
Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1108 
1
 
4

Length

Max length1
Median length0
Mean length0.0035971223
Min length0

Characters and Unicode

Total characters4
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1108
99.6%
1 4
 
0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 4
100.0%

Most occurring characters

ValueCountFrequency (%)
1 4
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 4
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 4
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 4
100.0%
Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1109 
 
2
0
 
1

Length

Max length1
Median length1
Mean length0.99820144
Min length0

Characters and Unicode

Total characters1110
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1109
99.7%
2
 
0.2%
0 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1109
99.9%
0 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 1109
99.9%
0 1
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1110
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1109
99.9%
0 1
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Common 1110
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1109
99.9%
0 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1110
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1109
99.9%
0 1
 
0.1%

pre_consent_ts
Categorical

Distinct1051
Distinct (%)94.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1.67E+09
 
57
1669553081
 
2
1669718713
 
2
 
2
1669816549
 
2
Other values (1046)
1047 

Length

Max length10
Median length10
Mean length9.8794964
Min length0

Characters and Unicode

Total characters10986
Distinct characters13
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1045 ?
Unique (%)94.0%

Sample

1st row1669547257
2nd row1669553539
3rd row1669555025
4th row1669557192
5th row1669559980

Common Values

ValueCountFrequency (%)
1.67E+09 57
 
5.1%
1669553081 2
 
0.2%
1669718713 2
 
0.2%
2
 
0.2%
1669816549 2
 
0.2%
1669884628 2
 
0.2%
1669800591 1
 
0.1%
1669793522 1
 
0.1%
1669811009 1
 
0.1%
1669809297 1
 
0.1%
Other values (1041) 1041
93.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1.67e+09 57
 
5.1%
1669718713 2
 
0.2%
1669816549 2
 
0.2%
1669884628 2
 
0.2%
1669553081 2
 
0.2%
1669557007 1
 
0.1%
1669544850 1
 
0.1%
1669542415 1
 
0.1%
1669540624 1
 
0.1%
1669571520 1
 
0.1%
Other values (1040) 1040
93.7%

Most occurring characters

ValueCountFrequency (%)
6 2891
26.3%
9 1783
16.2%
1 1684
15.3%
7 813
 
7.4%
8 784
 
7.1%
0 617
 
5.6%
2 593
 
5.4%
5 567
 
5.2%
3 551
 
5.0%
4 532
 
4.8%
Other values (3) 171
 
1.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 10815
98.4%
Other Punctuation 57
 
0.5%
Uppercase Letter 57
 
0.5%
Math Symbol 57
 
0.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
6 2891
26.7%
9 1783
16.5%
1 1684
15.6%
7 813
 
7.5%
8 784
 
7.2%
0 617
 
5.7%
2 593
 
5.5%
5 567
 
5.2%
3 551
 
5.1%
4 532
 
4.9%
Other Punctuation
ValueCountFrequency (%)
. 57
100.0%
Uppercase Letter
ValueCountFrequency (%)
E 57
100.0%
Math Symbol
ValueCountFrequency (%)
+ 57
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 10929
99.5%
Latin 57
 
0.5%

Most frequent character per script

Common
ValueCountFrequency (%)
6 2891
26.5%
9 1783
16.3%
1 1684
15.4%
7 813
 
7.4%
8 784
 
7.2%
0 617
 
5.6%
2 593
 
5.4%
5 567
 
5.2%
3 551
 
5.0%
4 532
 
4.9%
Other values (2) 114
 
1.0%
Latin
ValueCountFrequency (%)
E 57
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 10986
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6 2891
26.3%
9 1783
16.2%
1 1684
15.3%
7 813
 
7.4%
8 784
 
7.1%
0 617
 
5.6%
2 593
 
5.4%
5 567
 
5.2%
3 551
 
5.0%
4 532
 
4.8%
Other values (3) 171
 
1.6%
Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1110 
 
2

Length

Max length1
Median length1
Mean length0.99820144
Min length0

Characters and Unicode

Total characters1110
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1110
99.8%
2
 
0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1110
100.0%

Most occurring characters

ValueCountFrequency (%)
1 1110
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1110
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1110
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1110
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1110
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1110
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1110
100.0%
Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1110 
 
2

Length

Max length1
Median length1
Mean length0.99820144
Min length0

Characters and Unicode

Total characters1110
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1110
99.8%
2
 
0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1110
100.0%

Most occurring characters

ValueCountFrequency (%)
1 1110
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1110
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1110
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1110
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1110
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1110
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1110
100.0%

survey_start_ts
Categorical

Distinct1060
Distinct (%)95.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1.67E+09
 
50
 
3
1669884636
 
2
1669794144
 
1
1669806183
 
1
Other values (1055)
1055 

Length

Max length10
Median length10
Mean length9.8830935
Min length0

Characters and Unicode

Total characters10990
Distinct characters13
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1057 ?
Unique (%)95.1%

Sample

1st row1669547265
2nd row1669553547
3rd row1669555072
4th row1.67E+09
5th row1669559992

Common Values

ValueCountFrequency (%)
1.67E+09 50
 
4.5%
3
 
0.3%
1669884636 2
 
0.2%
1669794144 1
 
0.1%
1669806183 1
 
0.1%
1669803386 1
 
0.1%
1669796161 1
 
0.1%
1669797747 1
 
0.1%
1669799646 1
 
0.1%
1669803338 1
 
0.1%
Other values (1050) 1050
94.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1.67e+09 50
 
4.5%
1669884636 2
 
0.2%
1669702566 1
 
0.1%
1669542426 1
 
0.1%
1669541240 1
 
0.1%
1669641779 1
 
0.1%
1669538745 1
 
0.1%
1669555072 1
 
0.1%
1669559992 1
 
0.1%
1669564130 1
 
0.1%
Other values (1049) 1049
94.6%

Most occurring characters

ValueCountFrequency (%)
6 2872
26.1%
9 1756
16.0%
1 1677
15.3%
7 815
 
7.4%
8 815
 
7.4%
0 639
 
5.8%
5 606
 
5.5%
2 576
 
5.2%
3 553
 
5.0%
4 531
 
4.8%
Other values (3) 150
 
1.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 10840
98.6%
Other Punctuation 50
 
0.5%
Uppercase Letter 50
 
0.5%
Math Symbol 50
 
0.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
6 2872
26.5%
9 1756
16.2%
1 1677
15.5%
7 815
 
7.5%
8 815
 
7.5%
0 639
 
5.9%
5 606
 
5.6%
2 576
 
5.3%
3 553
 
5.1%
4 531
 
4.9%
Other Punctuation
ValueCountFrequency (%)
. 50
100.0%
Uppercase Letter
ValueCountFrequency (%)
E 50
100.0%
Math Symbol
ValueCountFrequency (%)
+ 50
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 10940
99.5%
Latin 50
 
0.5%

Most frequent character per script

Common
ValueCountFrequency (%)
6 2872
26.3%
9 1756
16.1%
1 1677
15.3%
7 815
 
7.4%
8 815
 
7.4%
0 639
 
5.8%
5 606
 
5.5%
2 576
 
5.3%
3 553
 
5.1%
4 531
 
4.9%
Other values (2) 100
 
0.9%
Latin
ValueCountFrequency (%)
E 50
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 10990
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6 2872
26.1%
9 1756
16.0%
1 1677
15.3%
7 815
 
7.4%
8 815
 
7.4%
0 639
 
5.8%
5 606
 
5.5%
2 576
 
5.2%
3 553
 
5.0%
4 531
 
4.8%
Other values (3) 150
 
1.4%

region
Categorical

Distinct5
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
4
382 
2
341 
1
307 
3
79 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
4 382
34.4%
2 341
30.7%
1 307
27.6%
3 79
 
7.1%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
4 382
34.4%
2 341
30.7%
1 307
27.7%
3 79
 
7.1%

Most occurring characters

ValueCountFrequency (%)
4 382
34.4%
2 341
30.7%
1 307
27.7%
3 79
 
7.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 382
34.4%
2 341
30.7%
1 307
27.7%
3 79
 
7.1%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
4 382
34.4%
2 341
30.7%
1 307
27.7%
3 79
 
7.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4 382
34.4%
2 341
30.7%
1 307
27.7%
3 79
 
7.1%

district
Categorical

Distinct24
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
202
86 
111
 
72
404
 
70
206
 
59
409
 
58
Other values (19)
767 

Length

Max length3
Median length3
Mean length2.9919065
Min length0

Characters and Unicode

Total characters3327
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row203
2nd row203
3rd row203
4th row203
5th row203

Common Values

ValueCountFrequency (%)
202 86
 
7.7%
111 72
 
6.5%
404 70
 
6.3%
206 59
 
5.3%
409 58
 
5.2%
105 55
 
4.9%
205 54
 
4.9%
403 52
 
4.7%
203 51
 
4.6%
301 50
 
4.5%
Other values (14) 505
45.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
202 86
 
7.8%
111 72
 
6.5%
404 70
 
6.3%
206 59
 
5.3%
409 58
 
5.2%
105 55
 
5.0%
205 54
 
4.9%
403 52
 
4.7%
203 51
 
4.6%
301 50
 
4.5%
Other values (13) 502
45.3%

Most occurring characters

ValueCountFrequency (%)
0 993
29.8%
1 750
22.5%
4 548
16.5%
2 456
13.7%
3 209
 
6.3%
5 148
 
4.4%
6 70
 
2.1%
9 58
 
1.7%
8 49
 
1.5%
7 46
 
1.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3327
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 993
29.8%
1 750
22.5%
4 548
16.5%
2 456
13.7%
3 209
 
6.3%
5 148
 
4.4%
6 70
 
2.1%
9 58
 
1.7%
8 49
 
1.5%
7 46
 
1.4%

Most occurring scripts

ValueCountFrequency (%)
Common 3327
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 993
29.8%
1 750
22.5%
4 548
16.5%
2 456
13.7%
3 209
 
6.3%
5 148
 
4.4%
6 70
 
2.1%
9 58
 
1.7%
8 49
 
1.5%
7 46
 
1.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3327
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 993
29.8%
1 750
22.5%
4 548
16.5%
2 456
13.7%
3 209
 
6.3%
5 148
 
4.4%
6 70
 
2.1%
9 58
 
1.7%
8 49
 
1.5%
7 46
 
1.4%

community
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct53
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
398
 
37
336
 
36
179
 
34
182
 
34
428
 
34
Other values (48)
937 

Length

Max length3
Median length3
Mean length2.9919065
Min length0

Characters and Unicode

Total characters3327
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3 ?
Unique (%)0.3%

Sample

1st row156
2nd row156
3rd row156
4th row156
5th row156

Common Values

ValueCountFrequency (%)
398 37
 
3.3%
336 36
 
3.2%
179 34
 
3.1%
182 34
 
3.1%
428 34
 
3.1%
223 34
 
3.1%
314 33
 
3.0%
304 32
 
2.9%
406 32
 
2.9%
326 32
 
2.9%
Other values (43) 774
69.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
398 37
 
3.3%
336 36
 
3.2%
179 34
 
3.1%
428 34
 
3.1%
223 34
 
3.1%
182 34
 
3.1%
314 33
 
3.0%
304 32
 
2.9%
406 32
 
2.9%
326 32
 
2.9%
Other values (42) 771
69.5%

Most occurring characters

ValueCountFrequency (%)
2 595
17.9%
3 590
17.7%
4 453
13.6%
1 331
9.9%
6 260
7.8%
8 240
7.2%
0 232
 
7.0%
7 229
 
6.9%
9 227
 
6.8%
5 170
 
5.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3327
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 595
17.9%
3 590
17.7%
4 453
13.6%
1 331
9.9%
6 260
7.8%
8 240
7.2%
0 232
 
7.0%
7 229
 
6.9%
9 227
 
6.8%
5 170
 
5.1%

Most occurring scripts

ValueCountFrequency (%)
Common 3327
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 595
17.9%
3 590
17.7%
4 453
13.6%
1 331
9.9%
6 260
7.8%
8 240
7.2%
0 232
 
7.0%
7 229
 
6.9%
9 227
 
6.8%
5 170
 
5.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3327
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 595
17.9%
3 590
17.7%
4 453
13.6%
1 331
9.9%
6 260
7.8%
8 240
7.2%
0 232
 
7.0%
7 229
 
6.9%
9 227
 
6.8%
5 170
 
5.1%

language
Categorical

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1112 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1112
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Full_Name
Categorical

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1112 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1112
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Sex
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
2
827 
1
282 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row1
4th row1
5th row2

Common Values

ValueCountFrequency (%)
2 827
74.4%
1 282
 
25.4%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 827
74.6%
1 282
 
25.4%

Most occurring characters

ValueCountFrequency (%)
2 827
74.6%
1 282
 
25.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 827
74.6%
1 282
 
25.4%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 827
74.6%
1 282
 
25.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 827
74.6%
1 282
 
25.4%

Age
Categorical

Distinct50
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
40
 
57
45
 
55
999
 
50
65
 
49
50
 
48
Other values (45)
853 

Length

Max length3
Median length2
Mean length2.0395683
Min length0

Characters and Unicode

Total characters2268
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row33
2nd row45
3rd row40
4th row41
5th row40

Common Values

ValueCountFrequency (%)
40 57
 
5.1%
45 55
 
4.9%
999 50
 
4.5%
65 49
 
4.4%
50 48
 
4.3%
35 46
 
4.1%
60 39
 
3.5%
47 36
 
3.2%
38 33
 
3.0%
37 32
 
2.9%
Other values (40) 667
60.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
40 57
 
5.1%
45 55
 
5.0%
999 50
 
4.5%
65 49
 
4.4%
50 48
 
4.3%
35 46
 
4.1%
60 39
 
3.5%
47 36
 
3.2%
38 33
 
3.0%
37 32
 
2.9%
Other values (39) 664
59.9%

Most occurring characters

ValueCountFrequency (%)
5 401
17.7%
4 393
17.3%
3 327
14.4%
2 277
12.2%
9 218
9.6%
6 213
9.4%
0 180
7.9%
8 100
 
4.4%
7 96
 
4.2%
1 63
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2268
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 401
17.7%
4 393
17.3%
3 327
14.4%
2 277
12.2%
9 218
9.6%
6 213
9.4%
0 180
7.9%
8 100
 
4.4%
7 96
 
4.2%
1 63
 
2.8%

Most occurring scripts

ValueCountFrequency (%)
Common 2268
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 401
17.7%
4 393
17.3%
3 327
14.4%
2 277
12.2%
9 218
9.6%
6 213
9.4%
0 180
7.9%
8 100
 
4.4%
7 96
 
4.2%
1 63
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2268
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 401
17.7%
4 393
17.3%
3 327
14.4%
2 277
12.2%
9 218
9.6%
6 213
9.4%
0 180
7.9%
8 100
 
4.4%
7 96
 
4.2%
1 63
 
2.8%

schooling
Categorical

Distinct10
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
0
816 
1
118 
6
 
46
3
 
45
4
 
35
Other values (5)
 
52

Length

Max length3
Median length1
Mean length1.0026978
Min length0

Characters and Unicode

Total characters1115
Distinct characters8
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row1

Common Values

ValueCountFrequency (%)
0 816
73.4%
1 118
 
10.6%
6 46
 
4.1%
3 45
 
4.0%
4 35
 
3.1%
5 19
 
1.7%
2 16
 
1.4%
7 11
 
1.0%
3
 
0.3%
777 3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 816
73.6%
1 118
 
10.6%
6 46
 
4.1%
3 45
 
4.1%
4 35
 
3.2%
5 19
 
1.7%
2 16
 
1.4%
7 11
 
1.0%
777 3
 
0.3%

Most occurring characters

ValueCountFrequency (%)
0 816
73.2%
1 118
 
10.6%
6 46
 
4.1%
3 45
 
4.0%
4 35
 
3.1%
7 20
 
1.8%
5 19
 
1.7%
2 16
 
1.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1115
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 816
73.2%
1 118
 
10.6%
6 46
 
4.1%
3 45
 
4.0%
4 35
 
3.1%
7 20
 
1.8%
5 19
 
1.7%
2 16
 
1.4%

Most occurring scripts

ValueCountFrequency (%)
Common 1115
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 816
73.2%
1 118
 
10.6%
6 46
 
4.1%
3 45
 
4.0%
4 35
 
3.1%
7 20
 
1.8%
5 19
 
1.7%
2 16
 
1.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1115
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 816
73.2%
1 118
 
10.6%
6 46
 
4.1%
3 45
 
4.0%
4 35
 
3.1%
7 20
 
1.8%
5 19
 
1.7%
2 16
 
1.4%

schooling_other
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1109 
Form 4
 
2
Middle school form 4
 
1

Length

Max length20
Median length0
Mean length0.028776978
Min length0

Characters and Unicode

Total characters32
Distinct characters15
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1109
99.7%
Form 4 2
 
0.2%
Middle school form 4 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
form 3
37.5%
4 3
37.5%
middle 1
 
12.5%
school 1
 
12.5%

Most occurring characters

ValueCountFrequency (%)
o 5
15.6%
5
15.6%
r 3
9.4%
m 3
9.4%
4 3
9.4%
F 2
 
6.2%
d 2
 
6.2%
l 2
 
6.2%
M 1
 
3.1%
i 1
 
3.1%
Other values (5) 5
15.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 21
65.6%
Space Separator 5
 
15.6%
Decimal Number 3
 
9.4%
Uppercase Letter 3
 
9.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 5
23.8%
r 3
14.3%
m 3
14.3%
d 2
 
9.5%
l 2
 
9.5%
i 1
 
4.8%
e 1
 
4.8%
s 1
 
4.8%
c 1
 
4.8%
h 1
 
4.8%
Uppercase Letter
ValueCountFrequency (%)
F 2
66.7%
M 1
33.3%
Space Separator
ValueCountFrequency (%)
5
100.0%
Decimal Number
ValueCountFrequency (%)
4 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 24
75.0%
Common 8
 
25.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 5
20.8%
r 3
12.5%
m 3
12.5%
F 2
 
8.3%
d 2
 
8.3%
l 2
 
8.3%
M 1
 
4.2%
i 1
 
4.2%
e 1
 
4.2%
s 1
 
4.2%
Other values (3) 3
12.5%
Common
ValueCountFrequency (%)
5
62.5%
4 3
37.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 32
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o 5
15.6%
5
15.6%
r 3
9.4%
m 3
9.4%
4 3
9.4%
F 2
 
6.2%
d 2
 
6.2%
l 2
 
6.2%
M 1
 
3.1%
i 1
 
3.1%
Other values (5) 5
15.6%

marital_status
Categorical

Distinct6
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
784 
4
256 
2
 
47
3
 
18
777
 
4

Length

Max length3
Median length1
Mean length1.0044964
Min length0

Characters and Unicode

Total characters1117
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 784
70.5%
4 256
 
23.0%
2 47
 
4.2%
3 18
 
1.6%
777 4
 
0.4%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 784
70.7%
4 256
 
23.1%
2 47
 
4.2%
3 18
 
1.6%
777 4
 
0.4%

Most occurring characters

ValueCountFrequency (%)
1 784
70.2%
4 256
 
22.9%
2 47
 
4.2%
3 18
 
1.6%
7 12
 
1.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1117
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 784
70.2%
4 256
 
22.9%
2 47
 
4.2%
3 18
 
1.6%
7 12
 
1.1%

Most occurring scripts

ValueCountFrequency (%)
Common 1117
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 784
70.2%
4 256
 
22.9%
2 47
 
4.2%
3 18
 
1.6%
7 12
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1117
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 784
70.2%
4 256
 
22.9%
2 47
 
4.2%
3 18
 
1.6%
7 12
 
1.1%
Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1108 
Separation
 
2
Separation
 
1
Single mother
 
1

Length

Max length14
Median length0
Mean length0.041366906
Min length0

Characters and Unicode

Total characters46
Distinct characters14
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1108
99.6%
Separation 2
 
0.2%
Separation 1
 
0.1%
Single mother 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
separation 3
60.0%
single 1
 
20.0%
mother 1
 
20.0%

Most occurring characters

ValueCountFrequency (%)
a 6
13.0%
e 5
10.9%
S 4
8.7%
r 4
8.7%
t 4
8.7%
i 4
8.7%
o 4
8.7%
n 4
8.7%
4
8.7%
p 3
6.5%
Other values (4) 4
8.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 38
82.6%
Uppercase Letter 4
 
8.7%
Space Separator 4
 
8.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a 6
15.8%
e 5
13.2%
r 4
10.5%
t 4
10.5%
i 4
10.5%
o 4
10.5%
n 4
10.5%
p 3
7.9%
g 1
 
2.6%
l 1
 
2.6%
Other values (2) 2
 
5.3%
Uppercase Letter
ValueCountFrequency (%)
S 4
100.0%
Space Separator
ValueCountFrequency (%)
4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 42
91.3%
Common 4
 
8.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
a 6
14.3%
e 5
11.9%
S 4
9.5%
r 4
9.5%
t 4
9.5%
i 4
9.5%
o 4
9.5%
n 4
9.5%
p 3
7.1%
g 1
 
2.4%
Other values (3) 3
7.1%
Common
ValueCountFrequency (%)
4
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 46
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a 6
13.0%
e 5
10.9%
S 4
8.7%
r 4
8.7%
t 4
8.7%
i 4
8.7%
o 4
8.7%
n 4
8.7%
4
8.7%
p 3
6.5%
Other values (4) 4
8.7%

household_size
Categorical

Distinct21
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
7
171 
6
156 
8
145 
10
114 
5
111 
Other values (16)
415 

Length

Max length2
Median length1
Mean length1.3102518
Min length0

Characters and Unicode

Total characters1457
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row14
2nd row10
3rd row15
4th row6
5th row8

Common Values

ValueCountFrequency (%)
7 171
15.4%
6 156
14.0%
8 145
13.0%
10 114
10.3%
5 111
10.0%
9 81
7.3%
11 61
 
5.5%
4 60
 
5.4%
12 50
 
4.5%
15 41
 
3.7%
Other values (11) 122
11.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
7 171
15.4%
6 156
14.1%
8 145
13.1%
10 114
10.3%
5 111
10.0%
9 81
7.3%
11 61
 
5.5%
4 60
 
5.4%
12 50
 
4.5%
15 41
 
3.7%
Other values (10) 119
10.7%

Most occurring characters

ValueCountFrequency (%)
1 397
27.2%
7 182
12.5%
6 165
11.3%
5 152
 
10.4%
8 150
 
10.3%
0 128
 
8.8%
9 84
 
5.8%
4 78
 
5.4%
2 70
 
4.8%
3 51
 
3.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1457
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 397
27.2%
7 182
12.5%
6 165
11.3%
5 152
 
10.4%
8 150
 
10.3%
0 128
 
8.8%
9 84
 
5.8%
4 78
 
5.4%
2 70
 
4.8%
3 51
 
3.5%

Most occurring scripts

ValueCountFrequency (%)
Common 1457
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 397
27.2%
7 182
12.5%
6 165
11.3%
5 152
 
10.4%
8 150
 
10.3%
0 128
 
8.8%
9 84
 
5.8%
4 78
 
5.4%
2 70
 
4.8%
3 51
 
3.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1457
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 397
27.2%
7 182
12.5%
6 165
11.3%
5 152
 
10.4%
8 150
 
10.3%
0 128
 
8.8%
9 84
 
5.8%
4 78
 
5.4%
2 70
 
4.8%
3 51
 
3.5%
Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
2
662 
4
241 
1
150 
3
 
30
777
 
25
Other values (2)
 
4

Length

Max length3
Median length1
Mean length1.0440647
Min length0

Characters and Unicode

Total characters1161
Distinct characters6
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row1
2nd row4
3rd row1
4th row1
5th row2

Common Values

ValueCountFrequency (%)
2 662
59.5%
4 241
 
21.7%
1 150
 
13.5%
3 30
 
2.7%
777 25
 
2.2%
3
 
0.3%
999 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 662
59.7%
4 241
 
21.7%
1 150
 
13.5%
3 30
 
2.7%
777 25
 
2.3%
999 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
2 662
57.0%
4 241
 
20.8%
1 150
 
12.9%
7 75
 
6.5%
3 30
 
2.6%
9 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1161
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 662
57.0%
4 241
 
20.8%
1 150
 
12.9%
7 75
 
6.5%
3 30
 
2.6%
9 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1161
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 662
57.0%
4 241
 
20.8%
1 150
 
12.9%
7 75
 
6.5%
3 30
 
2.6%
9 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1161
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 662
57.0%
4 241
 
20.8%
1 150
 
12.9%
7 75
 
6.5%
3 30
 
2.6%
9 3
 
0.3%
Distinct15
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1087 
Gardening
 
4
Farming
 
3
Farming.
 
3
Rice processing
 
2
Other values (10)
 
13

Length

Max length153
Median length0
Mean length0.44964029
Min length0

Characters and Unicode

Total characters500
Distinct characters36
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7 ?
Unique (%)0.6%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1087
97.8%
Gardening 4
 
0.4%
Farming 3
 
0.3%
Farming. 3
 
0.3%
Rice processing 2
 
0.2%
Shea butter processing 2
 
0.2%
Ground nut processing 2
 
0.2%
Farming 2
 
0.2%
Mason 1
 
0.1%
poultry and crop farming 1
 
0.1%
Other values (5) 5
 
0.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
farming 10
 
12.3%
processing 6
 
7.4%
and 5
 
6.2%
gardening 4
 
4.9%
fowls 3
 
3.7%
guinea 3
 
3.7%
no 3
 
3.7%
is 2
 
2.5%
the 2
 
2.5%
business 2
 
2.5%
Other values (35) 41
50.6%

Most occurring characters

ValueCountFrequency (%)
60
 
12.0%
n 48
 
9.6%
e 40
 
8.0%
i 38
 
7.6%
a 33
 
6.6%
r 30
 
6.0%
s 30
 
6.0%
o 29
 
5.8%
g 24
 
4.8%
t 18
 
3.6%
Other values (26) 150
30.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 403
80.6%
Space Separator 60
 
12.0%
Uppercase Letter 30
 
6.0%
Other Punctuation 4
 
0.8%
Decimal Number 3
 
0.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
n 48
11.9%
e 40
9.9%
i 38
 
9.4%
a 33
 
8.2%
r 30
 
7.4%
s 30
 
7.4%
o 29
 
7.2%
g 24
 
6.0%
t 18
 
4.5%
c 16
 
4.0%
Other values (12) 97
24.1%
Uppercase Letter
ValueCountFrequency (%)
G 11
36.7%
F 8
26.7%
S 3
 
10.0%
R 2
 
6.7%
N 2
 
6.7%
M 1
 
3.3%
H 1
 
3.3%
C 1
 
3.3%
B 1
 
3.3%
Decimal Number
ValueCountFrequency (%)
1 1
33.3%
8 1
33.3%
0 1
33.3%
Space Separator
ValueCountFrequency (%)
60
100.0%
Other Punctuation
ValueCountFrequency (%)
. 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 433
86.6%
Common 67
 
13.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
n 48
 
11.1%
e 40
 
9.2%
i 38
 
8.8%
a 33
 
7.6%
r 30
 
6.9%
s 30
 
6.9%
o 29
 
6.7%
g 24
 
5.5%
t 18
 
4.2%
c 16
 
3.7%
Other values (21) 127
29.3%
Common
ValueCountFrequency (%)
60
89.6%
. 4
 
6.0%
1 1
 
1.5%
8 1
 
1.5%
0 1
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 500
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
60
 
12.0%
n 48
 
9.6%
e 40
 
8.0%
i 38
 
7.6%
a 33
 
6.6%
r 30
 
6.0%
s 30
 
6.0%
o 29
 
5.8%
g 24
 
4.8%
t 18
 
3.6%
Other values (26) 150
30.0%

had_business
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
606 
0
503 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 606
54.5%
0 503
45.2%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 606
54.6%
0 503
45.4%

Most occurring characters

ValueCountFrequency (%)
1 606
54.6%
0 503
45.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 606
54.6%
0 503
45.4%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 606
54.6%
0 503
45.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 606
54.6%
0 503
45.4%
Distinct6
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
506 
1
305 
2
198 
777
56 
3
 
44

Length

Max length3
Median length1
Mean length0.65107914
Min length0

Characters and Unicode

Total characters724
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
506
45.5%
1 305
27.4%
2 198
 
17.8%
777 56
 
5.0%
3 44
 
4.0%
999 3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 305
50.3%
2 198
32.7%
777 56
 
9.2%
3 44
 
7.3%
999 3
 
0.5%

Most occurring characters

ValueCountFrequency (%)
1 305
42.1%
2 198
27.3%
7 168
23.2%
3 44
 
6.1%
9 9
 
1.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 724
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 305
42.1%
2 198
27.3%
7 168
23.2%
3 44
 
6.1%
9 9
 
1.2%

Most occurring scripts

ValueCountFrequency (%)
Common 724
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 305
42.1%
2 198
27.3%
7 168
23.2%
3 44
 
6.1%
9 9
 
1.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 724
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 305
42.1%
2 198
27.3%
7 168
23.2%
3 44
 
6.1%
9 9
 
1.2%

business_status_other
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct55
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1056 
Added another business
 
2
Different business
 
2
Doing the two businesses all
 
1
Lack of business capital
 
1
Other values (50)
 
50

Length

Max length118
Median length0
Mean length2.0836331
Min length0

Characters and Unicode

Total characters2317
Distinct characters45
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique52 ?
Unique (%)4.7%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1056
95.0%
Added another business 2
 
0.2%
Different business 2
 
0.2%
Doing the two businesses all 1
 
0.1%
Lack of business capital 1
 
0.1%
She has added another business which is rice selling 1
 
0.1%
Still working as a Labourer 1
 
0.1%
Setup a new business (rice selling) 1
 
0.1%
Pito brewing and kolikoli making 1
 
0.1%
Different business (rice and beans food ) 1
 
0.1%
Other values (45) 45
 
4.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
business 50
 
14.0%
different 17
 
4.8%
the 15
 
4.2%
class 14
 
3.9%
a 12
 
3.4%
and 11
 
3.1%
new 10
 
2.8%
with 9
 
2.5%
doing 8
 
2.2%
old 8
 
2.2%
Other values (113) 202
56.7%

Most occurring characters

ValueCountFrequency (%)
324
14.0%
s 239
 
10.3%
e 210
 
9.1%
n 173
 
7.5%
i 171
 
7.4%
t 129
 
5.6%
a 117
 
5.0%
o 111
 
4.8%
r 101
 
4.4%
u 83
 
3.6%
Other values (35) 659
28.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1858
80.2%
Space Separator 324
 
14.0%
Uppercase Letter 106
 
4.6%
Open Punctuation 13
 
0.6%
Close Punctuation 13
 
0.6%
Other Punctuation 2
 
0.1%
Decimal Number 1
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 239
12.9%
e 210
11.3%
n 173
 
9.3%
i 171
 
9.2%
t 129
 
6.9%
a 117
 
6.3%
o 111
 
6.0%
r 101
 
5.4%
u 83
 
4.5%
d 73
 
3.9%
Other values (13) 451
24.3%
Uppercase Letter
ValueCountFrequency (%)
D 22
20.8%
S 22
20.8%
R 10
9.4%
A 9
8.5%
C 8
 
7.5%
I 6
 
5.7%
L 6
 
5.7%
G 5
 
4.7%
O 4
 
3.8%
P 4
 
3.8%
Other values (6) 10
9.4%
Other Punctuation
ValueCountFrequency (%)
' 1
50.0%
. 1
50.0%
Space Separator
ValueCountFrequency (%)
324
100.0%
Open Punctuation
ValueCountFrequency (%)
( 13
100.0%
Close Punctuation
ValueCountFrequency (%)
) 13
100.0%
Decimal Number
ValueCountFrequency (%)
0 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1964
84.8%
Common 353
 
15.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 239
12.2%
e 210
 
10.7%
n 173
 
8.8%
i 171
 
8.7%
t 129
 
6.6%
a 117
 
6.0%
o 111
 
5.7%
r 101
 
5.1%
u 83
 
4.2%
d 73
 
3.7%
Other values (29) 557
28.4%
Common
ValueCountFrequency (%)
324
91.8%
( 13
 
3.7%
) 13
 
3.7%
' 1
 
0.3%
0 1
 
0.3%
. 1
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2317
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
324
14.0%
s 239
 
10.3%
e 210
 
9.1%
n 173
 
7.5%
i 171
 
7.4%
t 129
 
5.6%
a 117
 
5.0%
o 111
 
4.8%
r 101
 
4.4%
u 83
 
3.6%
Other values (35) 659
28.4%

new_business
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
645 
0
464 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 645
58.0%
0 464
41.7%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 645
58.2%
0 464
41.8%

Most occurring characters

ValueCountFrequency (%)
1 645
58.2%
0 464
41.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 645
58.2%
0 464
41.8%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 645
58.2%
0 464
41.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 645
58.2%
0 464
41.8%
Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1099 
0
 
9
 
3
999
 
1

Length

Max length3
Median length1
Mean length0.99910072
Min length0

Characters and Unicode

Total characters1111
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1099
98.8%
0 9
 
0.8%
3
 
0.3%
999 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1099
99.1%
0 9
 
0.8%
999 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 1099
98.9%
0 9
 
0.8%
9 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1111
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1099
98.9%
0 9
 
0.8%
9 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1111
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1099
98.9%
0 9
 
0.8%
9 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1111
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1099
98.9%
0 9
 
0.8%
9 3
 
0.3%

received_grant
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1066 
0
 
43
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1066
95.9%
0 43
 
3.9%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1066
96.1%
0 43
 
3.9%

Most occurring characters

ValueCountFrequency (%)
1 1066
96.1%
0 43
 
3.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1066
96.1%
0 43
 
3.9%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1066
96.1%
0 43
 
3.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1066
96.1%
0 43
 
3.9%

grant_month
Categorical

Distinct13
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
9
317 
11
256 
10
162 
8
141 
7
97 
Other values (8)
139 

Length

Max length3
Median length1
Mean length1.4001799
Min length0

Characters and Unicode

Total characters1557
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3 ?
Unique (%)0.3%

Sample

1st row11
2nd row11
3rd row11
4th row11
5th row11

Common Values

ValueCountFrequency (%)
9 317
28.5%
11 256
23.0%
10 162
14.6%
8 141
12.7%
7 97
 
8.7%
46
 
4.1%
6 39
 
3.5%
999 36
 
3.2%
5 11
 
1.0%
4 4
 
0.4%
Other values (3) 3
 
0.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
9 317
29.7%
11 256
24.0%
10 162
15.2%
8 141
13.2%
7 97
 
9.1%
6 39
 
3.7%
999 36
 
3.4%
5 11
 
1.0%
4 4
 
0.4%
3 1
 
0.1%
Other values (2) 2
 
0.2%

Most occurring characters

ValueCountFrequency (%)
1 676
43.4%
9 425
27.3%
0 162
 
10.4%
8 141
 
9.1%
7 97
 
6.2%
6 39
 
2.5%
5 11
 
0.7%
4 4
 
0.3%
3 1
 
0.1%
2 1
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1557
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 676
43.4%
9 425
27.3%
0 162
 
10.4%
8 141
 
9.1%
7 97
 
6.2%
6 39
 
2.5%
5 11
 
0.7%
4 4
 
0.3%
3 1
 
0.1%
2 1
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Common 1557
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 676
43.4%
9 425
27.3%
0 162
 
10.4%
8 141
 
9.1%
7 97
 
6.2%
6 39
 
2.5%
5 11
 
0.7%
4 4
 
0.3%
3 1
 
0.1%
2 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1557
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 676
43.4%
9 425
27.3%
0 162
 
10.4%
8 141
 
9.1%
7 97
 
6.2%
6 39
 
2.5%
5 11
 
0.7%
4 4
 
0.3%
3 1
 
0.1%
2 1
 
0.1%

grant_amount
Categorical

Distinct200
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
99999
 
61
1200
 
46
 
46
1300
 
41
1000
 
37
Other values (195)
881 

Length

Max length5
Median length4
Mean length3.3758993
Min length0

Characters and Unicode

Total characters3754
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique87 ?
Unique (%)7.8%

Sample

1st row1231
2nd row1383
3rd row471
4th row919
5th row919

Common Values

ValueCountFrequency (%)
99999 61
 
5.5%
1200 46
 
4.1%
46
 
4.1%
1300 41
 
3.7%
1000 37
 
3.3%
1500 35
 
3.1%
107 31
 
2.8%
400 25
 
2.2%
600 24
 
2.2%
150 24
 
2.2%
Other values (190) 742
66.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
99999 61
 
5.7%
1200 46
 
4.3%
1300 41
 
3.8%
1000 37
 
3.5%
1500 35
 
3.3%
107 31
 
2.9%
400 25
 
2.3%
600 24
 
2.3%
150 24
 
2.3%
999 24
 
2.3%
Other values (189) 718
67.4%

Most occurring characters

ValueCountFrequency (%)
0 1153
30.7%
1 677
18.0%
9 500
13.3%
5 340
 
9.1%
3 221
 
5.9%
6 191
 
5.1%
2 184
 
4.9%
7 181
 
4.8%
4 177
 
4.7%
8 130
 
3.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3754
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1153
30.7%
1 677
18.0%
9 500
13.3%
5 340
 
9.1%
3 221
 
5.9%
6 191
 
5.1%
2 184
 
4.9%
7 181
 
4.8%
4 177
 
4.7%
8 130
 
3.5%

Most occurring scripts

ValueCountFrequency (%)
Common 3754
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1153
30.7%
1 677
18.0%
9 500
13.3%
5 340
 
9.1%
3 221
 
5.9%
6 191
 
5.1%
2 184
 
4.9%
7 181
 
4.8%
4 177
 
4.7%
8 130
 
3.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3754
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1153
30.7%
1 677
18.0%
9 500
13.3%
5 340
 
9.1%
3 221
 
5.9%
6 191
 
5.1%
2 184
 
4.9%
7 181
 
4.8%
4 177
 
4.7%
8 130
 
3.5%

have_goal
Categorical

Distinct5
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1006 
0
 
98
999
 
4
 
3
888
 
1

Length

Max length3
Median length1
Mean length1.006295
Min length0

Characters and Unicode

Total characters1119
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1006
90.5%
0 98
 
8.8%
999 4
 
0.4%
3
 
0.3%
888 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1006
90.7%
0 98
 
8.8%
999 4
 
0.4%
888 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 1006
89.9%
0 98
 
8.8%
9 12
 
1.1%
8 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1119
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1006
89.9%
0 98
 
8.8%
9 12
 
1.1%
8 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1119
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1006
89.9%
0 98
 
8.8%
9 12
 
1.1%
8 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1119
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1006
89.9%
0 98
 
8.8%
9 12
 
1.1%
8 3
 
0.3%

specific_goal
Categorical

Distinct11
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
2
542 
1
198 
106 
6
96 
5
68 
Other values (6)
102 

Length

Max length3
Median length1
Mean length0.94784173
Min length0

Characters and Unicode

Total characters1054
Distinct characters9
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 542
48.7%
1 198
 
17.8%
106
 
9.5%
6 96
 
8.6%
5 68
 
6.1%
3 29
 
2.6%
9 26
 
2.3%
777 24
 
2.2%
7 17
 
1.5%
4 5
 
0.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
2 542
53.9%
1 198
 
19.7%
6 96
 
9.5%
5 68
 
6.8%
3 29
 
2.9%
9 26
 
2.6%
777 24
 
2.4%
7 17
 
1.7%
4 5
 
0.5%
8 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
2 542
51.4%
1 198
 
18.8%
6 96
 
9.1%
7 89
 
8.4%
5 68
 
6.5%
3 29
 
2.8%
9 26
 
2.5%
4 5
 
0.5%
8 1
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1054
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 542
51.4%
1 198
 
18.8%
6 96
 
9.1%
7 89
 
8.4%
5 68
 
6.5%
3 29
 
2.8%
9 26
 
2.5%
4 5
 
0.5%
8 1
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Common 1054
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 542
51.4%
1 198
 
18.8%
6 96
 
9.1%
7 89
 
8.4%
5 68
 
6.5%
3 29
 
2.8%
9 26
 
2.5%
4 5
 
0.5%
8 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1054
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 542
51.4%
1 198
 
18.8%
6 96
 
9.1%
7 89
 
8.4%
5 68
 
6.5%
3 29
 
2.8%
9 26
 
2.5%
4 5
 
0.5%
8 1
 
0.1%
Distinct18
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1088 
Feed
 
7
Building
 
2
Livestock
 
1
Raw materials and labour
 
1
Other values (13)
 
13

Length

Max length32
Median length0
Mean length0.25629496
Min length0

Characters and Unicode

Total characters285
Distinct characters34
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)1.3%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1088
97.8%
Feed 7
 
0.6%
Building 2
 
0.2%
Livestock 1
 
0.1%
Raw materials and labour 1
 
0.1%
To build 1
 
0.1%
To build 1
 
0.1%
Building 1
 
0.1%
Making of soap 1
 
0.1%
To start a business 1
 
0.1%
Other values (8) 8
 
0.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
feed 7
 
13.7%
to 4
 
7.8%
business 4
 
7.8%
of 3
 
5.9%
building 3
 
5.9%
rice 2
 
3.9%
build 2
 
3.9%
a 2
 
3.9%
set 2
 
3.9%
rearing 2
 
3.9%
Other values (19) 20
39.2%

Most occurring characters

ValueCountFrequency (%)
31
 
10.9%
e 29
 
10.2%
i 26
 
9.1%
s 22
 
7.7%
a 19
 
6.7%
n 18
 
6.3%
d 15
 
5.3%
o 15
 
5.3%
u 12
 
4.2%
r 12
 
4.2%
Other values (24) 86
30.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 229
80.4%
Space Separator 31
 
10.9%
Uppercase Letter 24
 
8.4%
Decimal Number 1
 
0.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 29
12.7%
i 26
11.4%
s 22
9.6%
a 19
 
8.3%
n 18
 
7.9%
d 15
 
6.6%
o 15
 
6.6%
u 12
 
5.2%
r 12
 
5.2%
g 11
 
4.8%
Other values (11) 50
21.8%
Uppercase Letter
ValueCountFrequency (%)
F 7
29.2%
B 3
12.5%
T 3
12.5%
R 3
12.5%
S 2
 
8.3%
C 1
 
4.2%
P 1
 
4.2%
W 1
 
4.2%
M 1
 
4.2%
L 1
 
4.2%
Space Separator
ValueCountFrequency (%)
31
100.0%
Decimal Number
ValueCountFrequency (%)
4 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 253
88.8%
Common 32
 
11.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 29
 
11.5%
i 26
 
10.3%
s 22
 
8.7%
a 19
 
7.5%
n 18
 
7.1%
d 15
 
5.9%
o 15
 
5.9%
u 12
 
4.7%
r 12
 
4.7%
g 11
 
4.3%
Other values (22) 74
29.2%
Common
ValueCountFrequency (%)
31
96.9%
4 1
 
3.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 285
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
31
 
10.9%
e 29
 
10.2%
i 26
 
9.1%
s 22
 
7.7%
a 19
 
6.7%
n 18
 
6.3%
d 15
 
5.3%
o 15
 
5.3%
u 12
 
4.2%
r 12
 
4.2%
Other values (24) 86
30.2%

goal_timeline
Categorical

Distinct24
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
12
387 
6
213 
132 
24
123 
3
 
38
Other values (19)
219 

Length

Max length3
Median length2
Mean length1.4541367
Min length0

Characters and Unicode

Total characters1617
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row12
2nd row6
3rd row7
4th row7
5th row12

Common Values

ValueCountFrequency (%)
12 387
34.8%
6 213
19.2%
132
 
11.9%
24 123
 
11.1%
3 38
 
3.4%
1 27
 
2.4%
999 22
 
2.0%
5 21
 
1.9%
2 20
 
1.8%
10 20
 
1.8%
Other values (14) 109
 
9.8%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
12 387
39.5%
6 213
21.7%
24 123
 
12.6%
3 38
 
3.9%
1 27
 
2.8%
999 22
 
2.2%
5 21
 
2.1%
2 20
 
2.0%
10 20
 
2.0%
4 19
 
1.9%
Other values (13) 90
 
9.2%

Most occurring characters

ValueCountFrequency (%)
2 538
33.3%
1 474
29.3%
6 230
14.2%
4 145
 
9.0%
9 69
 
4.3%
3 63
 
3.9%
5 33
 
2.0%
8 30
 
1.9%
0 20
 
1.2%
7 15
 
0.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1617
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 538
33.3%
1 474
29.3%
6 230
14.2%
4 145
 
9.0%
9 69
 
4.3%
3 63
 
3.9%
5 33
 
2.0%
8 30
 
1.9%
0 20
 
1.2%
7 15
 
0.9%

Most occurring scripts

ValueCountFrequency (%)
Common 1617
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 538
33.3%
1 474
29.3%
6 230
14.2%
4 145
 
9.0%
9 69
 
4.3%
3 63
 
3.9%
5 33
 
2.0%
8 30
 
1.9%
0 20
 
1.2%
7 15
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1617
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 538
33.3%
1 474
29.3%
6 230
14.2%
4 145
 
9.0%
9 69
 
4.3%
3 63
 
3.9%
5 33
 
2.0%
8 30
 
1.9%
0 20
 
1.2%
7 15
 
0.9%

goal_cost
Categorical

Distinct5
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
853 
0
240 
777
 
15
 
3
888
 
1

Length

Max length3
Median length1
Mean length1.0260791
Min length0

Characters and Unicode

Total characters1141
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row1
2nd row1
3rd row1
4th row0
5th row1

Common Values

ValueCountFrequency (%)
1 853
76.7%
0 240
 
21.6%
777 15
 
1.3%
3
 
0.3%
888 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 853
76.9%
0 240
 
21.6%
777 15
 
1.4%
888 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 853
74.8%
0 240
 
21.0%
7 45
 
3.9%
8 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1141
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 853
74.8%
0 240
 
21.0%
7 45
 
3.9%
8 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1141
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 853
74.8%
0 240
 
21.0%
7 45
 
3.9%
8 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1141
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 853
74.8%
0 240
 
21.0%
7 45
 
3.9%
8 3
 
0.3%

accomplish_goal
Categorical

Distinct15
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
530 
259 
1 3
200 
1 2
 
35
1 777
 
32
Other values (10)
56 

Length

Max length9
Median length8
Mean length1.4100719
Min length0

Characters and Unicode

Total characters1568
Distinct characters7
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4 ?
Unique (%)0.4%

Sample

1st row1
2nd row1 3
3rd row1 3
4th row
5th row1 3

Common Values

ValueCountFrequency (%)
1 530
47.7%
259
23.3%
1 3 200
 
18.0%
1 2 35
 
3.1%
1 777 32
 
2.9%
2 15
 
1.3%
777 14
 
1.3%
3 9
 
0.8%
1 2 2003 7
 
0.6%
999 5
 
0.4%
Other values (5) 6
 
0.5%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 807
70.6%
3 214
 
18.7%
2 59
 
5.2%
777 48
 
4.2%
2003 7
 
0.6%
999 6
 
0.5%
0777 1
 
0.1%
0999 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 807
51.5%
290
 
18.5%
3 221
 
14.1%
7 147
 
9.4%
2 66
 
4.2%
9 21
 
1.3%
0 16
 
1.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1278
81.5%
Space Separator 290
 
18.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 807
63.1%
3 221
 
17.3%
7 147
 
11.5%
2 66
 
5.2%
9 21
 
1.6%
0 16
 
1.3%
Space Separator
ValueCountFrequency (%)
290
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1568
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 807
51.5%
290
 
18.5%
3 221
 
14.1%
7 147
 
9.4%
2 66
 
4.2%
9 21
 
1.3%
0 16
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1568
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 807
51.5%
290
 
18.5%
3 221
 
14.1%
7 147
 
9.4%
2 66
 
4.2%
9 21
 
1.3%
0 16
 
1.0%
Distinct39
Distinct (%)3.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1063 
Sell farm products
 
7
Family support
 
4
By saving
 
2
Burning charcoal for sale
 
2
Other values (34)
 
34

Length

Max length101
Median length0
Mean length1.2311151
Min length0

Characters and Unicode

Total characters1369
Distinct characters42
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique34 ?
Unique (%)3.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1063
95.6%
Sell farm products 7
 
0.6%
Family support 4
 
0.4%
By saving 2
 
0.2%
Burning charcoal for sale 2
 
0.2%
Burning and selling of charcoal. 1
 
0.1%
Do fishing and selling for money. 1
 
0.1%
Sell some farm produce 1
 
0.1%
Gather and sell shear nuts 1
 
0.1%
Burn charcoal and sell 1
 
0.1%
Other values (29) 29
 
2.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
sell 21
 
8.4%
to 18
 
7.2%
farm 16
 
6.4%
charcoal 10
 
4.0%
money 9
 
3.6%
and 9
 
3.6%
products 8
 
3.2%
the 8
 
3.2%
burning 8
 
3.2%
produce 7
 
2.8%
Other values (83) 137
54.6%

Most occurring characters

ValueCountFrequency (%)
209
15.3%
e 106
 
7.7%
o 104
 
7.6%
a 101
 
7.4%
r 87
 
6.4%
l 85
 
6.2%
s 70
 
5.1%
n 67
 
4.9%
t 57
 
4.2%
i 51
 
3.7%
Other values (32) 432
31.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1098
80.2%
Space Separator 209
 
15.3%
Uppercase Letter 53
 
3.9%
Other Punctuation 6
 
0.4%
Dash Punctuation 2
 
0.1%
Decimal Number 1
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 106
 
9.7%
o 104
 
9.5%
a 101
 
9.2%
r 87
 
7.9%
l 85
 
7.7%
s 70
 
6.4%
n 67
 
6.1%
t 57
 
5.2%
i 51
 
4.6%
m 48
 
4.4%
Other values (13) 322
29.3%
Uppercase Letter
ValueCountFrequency (%)
S 15
28.3%
B 10
18.9%
I 5
 
9.4%
T 4
 
7.5%
F 4
 
7.5%
D 3
 
5.7%
C 3
 
5.7%
G 2
 
3.8%
R 2
 
3.8%
A 1
 
1.9%
Other values (4) 4
 
7.5%
Other Punctuation
ValueCountFrequency (%)
. 5
83.3%
' 1
 
16.7%
Space Separator
ValueCountFrequency (%)
209
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%
Decimal Number
ValueCountFrequency (%)
0 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1151
84.1%
Common 218
 
15.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 106
 
9.2%
o 104
 
9.0%
a 101
 
8.8%
r 87
 
7.6%
l 85
 
7.4%
s 70
 
6.1%
n 67
 
5.8%
t 57
 
5.0%
i 51
 
4.4%
m 48
 
4.2%
Other values (27) 375
32.6%
Common
ValueCountFrequency (%)
209
95.9%
. 5
 
2.3%
- 2
 
0.9%
0 1
 
0.5%
' 1
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1369
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
209
15.3%
e 106
 
7.7%
o 104
 
7.6%
a 101
 
7.4%
r 87
 
6.4%
l 85
 
6.2%
s 70
 
5.1%
n 67
 
4.9%
t 57
 
4.2%
i 51
 
3.7%
Other values (32) 432
31.6%
Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
834 
259 
0
 
18
999
 
1

Length

Max length3
Median length1
Mean length0.76888489
Min length0

Characters and Unicode

Total characters855
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row1
2nd row1
3rd row1
4th row
5th row1

Common Values

ValueCountFrequency (%)
1 834
75.0%
259
 
23.3%
0 18
 
1.6%
999 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 834
97.8%
0 18
 
2.1%
999 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 834
97.5%
0 18
 
2.1%
9 3
 
0.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 855
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 834
97.5%
0 18
 
2.1%
9 3
 
0.4%

Most occurring scripts

ValueCountFrequency (%)
Common 855
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 834
97.5%
0 18
 
2.1%
9 3
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 855
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 834
97.5%
0 18
 
2.1%
9 3
 
0.4%
Distinct8
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
2
662 
278 
3
72 
777
 
35
5
 
28
Other values (3)
 
37

Length

Max length3
Median length1
Mean length0.81654676
Min length0

Characters and Unicode

Total characters908
Distinct characters7
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row1
4th row
5th row2

Common Values

ValueCountFrequency (%)
2 662
59.5%
278
25.0%
3 72
 
6.5%
777 35
 
3.1%
5 28
 
2.5%
1 23
 
2.1%
6 12
 
1.1%
999 2
 
0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 662
79.4%
3 72
 
8.6%
777 35
 
4.2%
5 28
 
3.4%
1 23
 
2.8%
6 12
 
1.4%
999 2
 
0.2%

Most occurring characters

ValueCountFrequency (%)
2 662
72.9%
7 105
 
11.6%
3 72
 
7.9%
5 28
 
3.1%
1 23
 
2.5%
6 12
 
1.3%
9 6
 
0.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 908
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 662
72.9%
7 105
 
11.6%
3 72
 
7.9%
5 28
 
3.1%
1 23
 
2.5%
6 12
 
1.3%
9 6
 
0.7%

Most occurring scripts

ValueCountFrequency (%)
Common 908
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 662
72.9%
7 105
 
11.6%
3 72
 
7.9%
5 28
 
3.1%
1 23
 
2.5%
6 12
 
1.3%
9 6
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 908
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 662
72.9%
7 105
 
11.6%
3 72
 
7.9%
5 28
 
3.1%
1 23
 
2.5%
6 12
 
1.3%
9 6
 
0.7%
Distinct25
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1077 
Every three days (every market days)
 
7
Every three days or every market days
 
3
Every three days (market days)
 
2
Every three days or every market days
 
2
Other values (20)
 
21

Length

Max length84
Median length0
Mean length1.1879496
Min length0

Characters and Unicode

Total characters1321
Distinct characters42
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique19 ?
Unique (%)1.7%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1077
96.9%
Every three days (every market days) 7
 
0.6%
Every three days or every market days 3
 
0.3%
Every three days (market days) 2
 
0.2%
Every three days or every market days 2
 
0.2%
Every three days 2
 
0.2%
Weekly for her group savings and her personal savings varies. 1
 
0.1%
Every three days or market days 1
 
0.1%
Am going to borrow 1
 
0.1%
Her personal sayings are on weekly while Her group savings are of 2 weeks interval. 1
 
0.1%
Other values (15) 15
 
1.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
every 37
15.9%
days 35
15.0%
three 20
 
8.6%
market 17
 
7.3%
savings 11
 
4.7%
her 9
 
3.9%
weekly 8
 
3.4%
and 7
 
3.0%
or 6
 
2.6%
for 6
 
2.6%
Other values (40) 77
33.0%

Most occurring characters

ValueCountFrequency (%)
205
15.5%
e 169
12.8%
r 122
 
9.2%
a 92
 
7.0%
y 87
 
6.6%
s 81
 
6.1%
t 64
 
4.8%
v 55
 
4.2%
o 52
 
3.9%
d 44
 
3.3%
Other values (32) 350
26.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1037
78.5%
Space Separator 205
 
15.5%
Uppercase Letter 43
 
3.3%
Open Punctuation 11
 
0.8%
Close Punctuation 11
 
0.8%
Other Punctuation 9
 
0.7%
Decimal Number 3
 
0.2%
Control 2
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 169
16.3%
r 122
11.8%
a 92
8.9%
y 87
 
8.4%
s 81
 
7.8%
t 64
 
6.2%
v 55
 
5.3%
o 52
 
5.0%
d 44
 
4.2%
n 42
 
4.1%
Other values (12) 229
22.1%
Uppercase Letter
ValueCountFrequency (%)
E 25
58.1%
H 3
 
7.0%
A 3
 
7.0%
B 2
 
4.7%
I 2
 
4.7%
M 2
 
4.7%
K 1
 
2.3%
R 1
 
2.3%
P 1
 
2.3%
G 1
 
2.3%
Other values (2) 2
 
4.7%
Other Punctuation
ValueCountFrequency (%)
. 6
66.7%
' 2
 
22.2%
, 1
 
11.1%
Space Separator
ValueCountFrequency (%)
205
100.0%
Open Punctuation
ValueCountFrequency (%)
( 11
100.0%
Close Punctuation
ValueCountFrequency (%)
) 11
100.0%
Decimal Number
ValueCountFrequency (%)
2 3
100.0%
Control
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1080
81.8%
Common 241
 
18.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 169
15.6%
r 122
11.3%
a 92
 
8.5%
y 87
 
8.1%
s 81
 
7.5%
t 64
 
5.9%
v 55
 
5.1%
o 52
 
4.8%
d 44
 
4.1%
n 42
 
3.9%
Other values (24) 272
25.2%
Common
ValueCountFrequency (%)
205
85.1%
( 11
 
4.6%
) 11
 
4.6%
. 6
 
2.5%
2 3
 
1.2%
2
 
0.8%
' 2
 
0.8%
, 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1321
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
205
15.5%
e 169
12.8%
r 122
 
9.2%
a 92
 
7.0%
y 87
 
6.6%
s 81
 
6.1%
t 64
 
4.8%
v 55
 
4.2%
o 52
 
3.9%
d 44
 
3.3%
Other values (32) 350
26.5%

savings_amount
Categorical

Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
807 
278 
0
 
24
999
 
3

Length

Max length3
Median length1
Mean length0.75539568
Min length0

Characters and Unicode

Total characters840
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row
5th row0

Common Values

ValueCountFrequency (%)
1 807
72.6%
278
 
25.0%
0 24
 
2.2%
999 3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 807
96.8%
0 24
 
2.9%
999 3
 
0.4%

Most occurring characters

ValueCountFrequency (%)
1 807
96.1%
0 24
 
2.9%
9 9
 
1.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 840
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 807
96.1%
0 24
 
2.9%
9 9
 
1.1%

Most occurring scripts

ValueCountFrequency (%)
Common 840
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 807
96.1%
0 24
 
2.9%
9 9
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 840
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 807
96.1%
0 24
 
2.9%
9 9
 
1.1%

savings_amount_howmuch
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct61
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
305 
10
288 
5
113 
20
83 
50
 
29
Other values (56)
294 

Length

Max length5
Median length4
Mean length1.5764388
Min length0

Characters and Unicode

Total characters1753
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)2.2%

Sample

1st row10
2nd row10
3rd row5
4th row
5th row

Common Values

ValueCountFrequency (%)
305
27.4%
10 288
25.9%
5 113
 
10.2%
20 83
 
7.5%
50 29
 
2.6%
100 24
 
2.2%
1000 24
 
2.2%
40 18
 
1.6%
2000 16
 
1.4%
15 16
 
1.4%
Other values (51) 196
17.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
10 288
35.7%
5 113
 
14.0%
20 83
 
10.3%
50 29
 
3.6%
100 24
 
3.0%
1000 24
 
3.0%
40 18
 
2.2%
2000 16
 
2.0%
15 16
 
2.0%
2 15
 
1.9%
Other values (50) 181
22.4%

Most occurring characters

ValueCountFrequency (%)
0 845
48.2%
1 405
23.1%
5 204
 
11.6%
2 158
 
9.0%
4 37
 
2.1%
3 36
 
2.1%
9 26
 
1.5%
6 23
 
1.3%
8 10
 
0.6%
7 9
 
0.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1753
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 845
48.2%
1 405
23.1%
5 204
 
11.6%
2 158
 
9.0%
4 37
 
2.1%
3 36
 
2.1%
9 26
 
1.5%
6 23
 
1.3%
8 10
 
0.6%
7 9
 
0.5%

Most occurring scripts

ValueCountFrequency (%)
Common 1753
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 845
48.2%
1 405
23.1%
5 204
 
11.6%
2 158
 
9.0%
4 37
 
2.1%
3 36
 
2.1%
9 26
 
1.5%
6 23
 
1.3%
8 10
 
0.6%
7 9
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1753
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 845
48.2%
1 405
23.1%
5 204
 
11.6%
2 158
 
9.0%
4 37
 
2.1%
3 36
 
2.1%
9 26
 
1.5%
6 23
 
1.3%
8 10
 
0.6%
7 9
 
0.5%

save_30days
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
916 
0
193 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 916
82.4%
0 193
 
17.4%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 916
82.6%
0 193
 
17.4%

Most occurring characters

ValueCountFrequency (%)
1 916
82.6%
0 193
 
17.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 916
82.6%
0 193
 
17.4%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 916
82.6%
0 193
 
17.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 916
82.6%
0 193
 
17.4%

save_purpose_30days
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct76
Distinct (%)6.8%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
196 
5
140 
1 2 2005
104 
4 5
79 
1 5
55 
Other values (71)
538 

Length

Max length13
Median length11
Mean length3.5377698
Min length0

Characters and Unicode

Total characters3934
Distinct characters10
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique28 ?
Unique (%)2.5%

Sample

1st row1 2
2nd row1 2
3rd row1
4th row1 2 2005
5th row1 2 2005

Common Values

ValueCountFrequency (%)
196
17.6%
5 140
 
12.6%
1 2 2005 104
 
9.4%
4 5 79
 
7.1%
1 5 55
 
4.9%
1 2 47
 
4.2%
2 5 39
 
3.5%
5 8 37
 
3.3%
1 2 4 5 29
 
2.6%
2 8 28
 
2.5%
Other values (66) 358
32.2%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
5 490
24.0%
1 451
22.1%
2 419
20.5%
4 216
10.6%
8 152
 
7.4%
2005 134
 
6.6%
2008 55
 
2.7%
777 41
 
2.0%
3 37
 
1.8%
0777 17
 
0.8%
Other values (6) 32
 
1.6%

Most occurring characters

ValueCountFrequency (%)
1128
28.7%
2 628
16.0%
5 624
15.9%
1 451
 
11.5%
0 435
 
11.1%
4 232
 
5.9%
8 210
 
5.3%
7 182
 
4.6%
3 37
 
0.9%
6 7
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2806
71.3%
Space Separator 1128
28.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 628
22.4%
5 624
22.2%
1 451
16.1%
0 435
15.5%
4 232
 
8.3%
8 210
 
7.5%
7 182
 
6.5%
3 37
 
1.3%
6 7
 
0.2%
Space Separator
ValueCountFrequency (%)
1128
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3934
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1128
28.7%
2 628
16.0%
5 624
15.9%
1 451
 
11.5%
0 435
 
11.1%
4 232
 
5.9%
8 210
 
5.3%
7 182
 
4.6%
3 37
 
0.9%
6 7
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3934
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1128
28.7%
2 628
16.0%
5 624
15.9%
1 451
 
11.5%
0 435
 
11.1%
4 232
 
5.9%
8 210
 
5.3%
7 182
 
4.6%
3 37
 
0.9%
6 7
 
0.2%
Distinct47
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1054 
Household expenses
 
5
Household expenses
 
4
Death or funerals
 
2
Funerals
 
2
Other values (42)
 
45

Length

Max length72
Median length0
Mean length1.2607914
Min length0

Characters and Unicode

Total characters1402
Distinct characters38
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique39 ?
Unique (%)3.5%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1054
94.8%
Household expenses 5
 
0.4%
Household expenses 4
 
0.4%
Death or funerals 2
 
0.2%
Funerals 2
 
0.2%
Funerals 2
 
0.2%
Household feeding and expenses 2
 
0.2%
To cater for emergency expenses 2
 
0.2%
She has not use the money for anything. It's still lying down in the box 1
 
0.1%
Roaster 1
 
0.1%
Other values (37) 37
 
3.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
expenses 19
 
8.4%
household 16
 
7.1%
to 13
 
5.8%
and 11
 
4.9%
funerals 11
 
4.9%
for 10
 
4.4%
the 8
 
3.5%
feeding 8
 
3.5%
emergency 6
 
2.7%
death 6
 
2.7%
Other values (73) 118
52.2%

Most occurring characters

ValueCountFrequency (%)
e 195
13.9%
190
13.6%
s 123
 
8.8%
n 103
 
7.3%
o 96
 
6.8%
a 71
 
5.1%
r 59
 
4.2%
l 53
 
3.8%
d 51
 
3.6%
u 49
 
3.5%
Other values (28) 412
29.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1142
81.5%
Space Separator 190
 
13.6%
Uppercase Letter 60
 
4.3%
Other Punctuation 10
 
0.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 195
17.1%
s 123
10.8%
n 103
 
9.0%
o 96
 
8.4%
a 71
 
6.2%
r 59
 
5.2%
l 53
 
4.6%
d 51
 
4.5%
u 49
 
4.3%
h 49
 
4.3%
Other values (12) 293
25.7%
Uppercase Letter
ValueCountFrequency (%)
H 15
25.0%
F 14
23.3%
T 9
15.0%
D 5
 
8.3%
B 4
 
6.7%
S 3
 
5.0%
I 3
 
5.0%
E 3
 
5.0%
R 1
 
1.7%
W 1
 
1.7%
Other values (2) 2
 
3.3%
Other Punctuation
ValueCountFrequency (%)
. 6
60.0%
' 2
 
20.0%
, 2
 
20.0%
Space Separator
ValueCountFrequency (%)
190
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1202
85.7%
Common 200
 
14.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 195
16.2%
s 123
 
10.2%
n 103
 
8.6%
o 96
 
8.0%
a 71
 
5.9%
r 59
 
4.9%
l 53
 
4.4%
d 51
 
4.2%
u 49
 
4.1%
h 49
 
4.1%
Other values (24) 353
29.4%
Common
ValueCountFrequency (%)
190
95.0%
. 6
 
3.0%
' 2
 
1.0%
, 2
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1402
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 195
13.9%
190
13.6%
s 123
 
8.8%
n 103
 
7.3%
o 96
 
6.8%
a 71
 
5.1%
r 59
 
4.2%
l 53
 
3.8%
d 51
 
3.6%
u 49
 
3.5%
Other values (28) 412
29.4%
Distinct6
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
3
551 
2
254 
196 
1
81 
777
 
27

Length

Max length3
Median length1
Mean length0.87230216
Min length0

Characters and Unicode

Total characters970
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row2
3rd row3
4th row3
5th row3

Common Values

ValueCountFrequency (%)
3 551
49.6%
2 254
22.8%
196
 
17.6%
1 81
 
7.3%
777 27
 
2.4%
0 3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
3 551
60.2%
2 254
27.7%
1 81
 
8.8%
777 27
 
2.9%
0 3
 
0.3%

Most occurring characters

ValueCountFrequency (%)
3 551
56.8%
2 254
26.2%
1 81
 
8.4%
7 81
 
8.4%
0 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 970
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 551
56.8%
2 254
26.2%
1 81
 
8.4%
7 81
 
8.4%
0 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 970
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 551
56.8%
2 254
26.2%
1 81
 
8.4%
7 81
 
8.4%
0 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 970
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 551
56.8%
2 254
26.2%
1 81
 
8.4%
7 81
 
8.4%
0 3
 
0.3%
Distinct10
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1085 
10
 
12
30
 
5
8
 
3
12
 
2
Other values (5)
 
5

Length

Max length2
Median length0
Mean length0.044064748
Min length0

Characters and Unicode

Total characters49
Distinct characters8
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5 ?
Unique (%)0.4%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1085
97.6%
10 12
 
1.1%
30 5
 
0.4%
8 3
 
0.3%
12 2
 
0.2%
13 1
 
0.1%
9 1
 
0.1%
29 1
 
0.1%
14 1
 
0.1%
7 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
10 12
44.4%
30 5
18.5%
8 3
 
11.1%
12 2
 
7.4%
13 1
 
3.7%
9 1
 
3.7%
29 1
 
3.7%
14 1
 
3.7%
7 1
 
3.7%

Most occurring characters

ValueCountFrequency (%)
0 17
34.7%
1 16
32.7%
3 6
 
12.2%
8 3
 
6.1%
2 3
 
6.1%
9 2
 
4.1%
4 1
 
2.0%
7 1
 
2.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 49
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 17
34.7%
1 16
32.7%
3 6
 
12.2%
8 3
 
6.1%
2 3
 
6.1%
9 2
 
4.1%
4 1
 
2.0%
7 1
 
2.0%

Most occurring scripts

ValueCountFrequency (%)
Common 49
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 17
34.7%
1 16
32.7%
3 6
 
12.2%
8 3
 
6.1%
2 3
 
6.1%
9 2
 
4.1%
4 1
 
2.0%
7 1
 
2.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 49
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 17
34.7%
1 16
32.7%
3 6
 
12.2%
8 3
 
6.1%
2 3
 
6.1%
9 2
 
4.1%
4 1
 
2.0%
7 1
 
2.0%

savings_amount_30days
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct71
Distinct (%)6.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
40
262 
196 
20
146 
80
70 
30
56 
Other values (66)
382 

Length

Max length5
Median length2
Mean length1.7958633
Min length0

Characters and Unicode

Total characters1997
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)2.8%

Sample

1st row50
2nd row50
3rd row110
4th row40
5th row120

Common Values

ValueCountFrequency (%)
40 262
23.6%
196
17.6%
20 146
13.1%
80 70
 
6.3%
30 56
 
5.0%
60 49
 
4.4%
100 44
 
4.0%
50 37
 
3.3%
10 32
 
2.9%
200 28
 
2.5%
Other values (61) 192
17.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
40 262
28.6%
20 146
15.9%
80 70
 
7.6%
30 56
 
6.1%
60 49
 
5.3%
100 44
 
4.8%
50 37
 
4.0%
10 32
 
3.5%
200 28
 
3.1%
150 21
 
2.3%
Other values (60) 171
18.7%

Most occurring characters

ValueCountFrequency (%)
0 926
46.4%
4 294
 
14.7%
2 222
 
11.1%
1 149
 
7.5%
5 122
 
6.1%
8 94
 
4.7%
3 75
 
3.8%
6 59
 
3.0%
9 44
 
2.2%
7 12
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1997
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 926
46.4%
4 294
 
14.7%
2 222
 
11.1%
1 149
 
7.5%
5 122
 
6.1%
8 94
 
4.7%
3 75
 
3.8%
6 59
 
3.0%
9 44
 
2.2%
7 12
 
0.6%

Most occurring scripts

ValueCountFrequency (%)
Common 1997
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 926
46.4%
4 294
 
14.7%
2 222
 
11.1%
1 149
 
7.5%
5 122
 
6.1%
8 94
 
4.7%
3 75
 
3.8%
6 59
 
3.0%
9 44
 
2.2%
7 12
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1997
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 926
46.4%
4 294
 
14.7%
2 222
 
11.1%
1 149
 
7.5%
5 122
 
6.1%
8 94
 
4.7%
3 75
 
3.8%
6 59
 
3.0%
9 44
 
2.2%
7 12
 
0.6%
Distinct24
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
327 
3
211 
196 
1 3
118 
2
66 
Other values (19)
194 

Length

Max length8
Median length1
Mean length1.4064748
Min length0

Characters and Unicode

Total characters1564
Distinct characters8
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique6 ?
Unique (%)0.5%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1 2

Common Values

ValueCountFrequency (%)
1 327
29.4%
3 211
19.0%
196
17.6%
1 3 118
 
10.6%
2 66
 
5.9%
1 5 39
 
3.5%
1 2 37
 
3.3%
777 22
 
2.0%
5 19
 
1.7%
3 777 15
 
1.3%
Other values (14) 62
 
5.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 538
45.5%
3 371
31.4%
2 129
 
10.9%
5 70
 
5.9%
777 51
 
4.3%
4 20
 
1.7%
2005 3
 
0.3%
2004 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 538
34.4%
3 371
23.7%
267
17.1%
7 153
 
9.8%
2 133
 
8.5%
5 73
 
4.7%
4 21
 
1.3%
0 8
 
0.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1297
82.9%
Space Separator 267
 
17.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 538
41.5%
3 371
28.6%
7 153
 
11.8%
2 133
 
10.3%
5 73
 
5.6%
4 21
 
1.6%
0 8
 
0.6%
Space Separator
ValueCountFrequency (%)
267
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1564
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 538
34.4%
3 371
23.7%
267
17.1%
7 153
 
9.8%
2 133
 
8.5%
5 73
 
4.7%
4 21
 
1.3%
0 8
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1564
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 538
34.4%
3 371
23.7%
267
17.1%
7 153
 
9.8%
2 133
 
8.5%
5 73
 
4.7%
4 21
 
1.3%
0 8
 
0.5%
Distinct18
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1061 
Group savings (not with financial institutions)
 
16
VSLA
 
6
Mobile money
 
5
VSLA
 
5
Other values (13)
 
19

Length

Max length57
Median length0
Mean length1.3210432
Min length0

Characters and Unicode

Total characters1469
Distinct characters44
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique11 ?
Unique (%)1.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1061
95.4%
Group savings (not with financial institutions) 16
 
1.4%
VSLA 6
 
0.5%
Mobile money 5
 
0.4%
VSLA 5
 
0.4%
Mobile money accounts 4
 
0.4%
Group savings (not with financial institution) 4
 
0.4%
Saving with a savings/susu and loans firm(EDSKOVARH ENT.) 1
 
0.1%
Did not save because she was sick and admitted 1
 
0.1%
Sim card 1
 
0.1%
Other values (8) 8
 
0.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
savings 23
11.0%
not 22
10.5%
with 21
10.0%
group 20
9.5%
financial 20
9.5%
institutions 16
 
7.6%
money 13
 
6.2%
mobile 12
 
5.7%
vsla 11
 
5.2%
institution 4
 
1.9%
Other values (37) 48
22.9%

Most occurring characters

ValueCountFrequency (%)
i 172
11.7%
167
11.4%
n 159
 
10.8%
t 118
 
8.0%
s 107
 
7.3%
o 105
 
7.1%
a 94
 
6.4%
u 47
 
3.2%
l 44
 
3.0%
e 42
 
2.9%
Other values (34) 414
28.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1157
78.8%
Space Separator 167
 
11.4%
Uppercase Letter 98
 
6.7%
Open Punctuation 21
 
1.4%
Close Punctuation 21
 
1.4%
Other Punctuation 3
 
0.2%
Decimal Number 2
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i 172
14.9%
n 159
13.7%
t 118
10.2%
s 107
9.2%
o 105
9.1%
a 94
 
8.1%
u 47
 
4.1%
l 44
 
3.8%
e 42
 
3.6%
c 33
 
2.9%
Other values (12) 236
20.4%
Uppercase Letter
ValueCountFrequency (%)
G 20
20.4%
S 15
15.3%
A 14
14.3%
V 14
14.3%
M 12
12.2%
L 11
11.2%
E 2
 
2.0%
D 2
 
2.0%
R 2
 
2.0%
K 1
 
1.0%
Other values (5) 5
 
5.1%
Other Punctuation
ValueCountFrequency (%)
. 2
66.7%
/ 1
33.3%
Decimal Number
ValueCountFrequency (%)
3 1
50.0%
0 1
50.0%
Space Separator
ValueCountFrequency (%)
167
100.0%
Open Punctuation
ValueCountFrequency (%)
( 21
100.0%
Close Punctuation
ValueCountFrequency (%)
) 21
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1255
85.4%
Common 214
 
14.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
i 172
13.7%
n 159
12.7%
t 118
 
9.4%
s 107
 
8.5%
o 105
 
8.4%
a 94
 
7.5%
u 47
 
3.7%
l 44
 
3.5%
e 42
 
3.3%
c 33
 
2.6%
Other values (27) 334
26.6%
Common
ValueCountFrequency (%)
167
78.0%
( 21
 
9.8%
) 21
 
9.8%
. 2
 
0.9%
/ 1
 
0.5%
3 1
 
0.5%
0 1
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1469
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
i 172
11.7%
167
11.4%
n 159
 
10.8%
t 118
 
8.0%
s 107
 
7.3%
o 105
 
7.1%
a 94
 
6.4%
u 47
 
3.2%
l 44
 
3.0%
e 42
 
2.9%
Other values (34) 414
28.2%

save_12months
Categorical

Distinct5
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
878 
0
229 
 
3
888
 
1
999
 
1

Length

Max length3
Median length1
Mean length1.0008993
Min length0

Characters and Unicode

Total characters1113
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 878
79.0%
0 229
 
20.6%
3
 
0.3%
888 1
 
0.1%
999 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 878
79.2%
0 229
 
20.6%
888 1
 
0.1%
999 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 878
78.9%
0 229
 
20.6%
8 3
 
0.3%
9 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1113
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 878
78.9%
0 229
 
20.6%
8 3
 
0.3%
9 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1113
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 878
78.9%
0 229
 
20.6%
8 3
 
0.3%
9 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1113
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 878
78.9%
0 229
 
20.6%
8 3
 
0.3%
9 3
 
0.3%

save_purpose_12months
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct95
Distinct (%)8.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
234 
5
98 
1 2 2005
79 
4 5
77 
1 2
 
47
Other values (90)
577 

Length

Max length13
Median length9
Mean length3.7859712
Min length0

Characters and Unicode

Total characters4210
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)3.2%

Sample

1st row1 2
2nd row2
3rd row1 2
4th row1 2
5th row1 2 2005

Common Values

ValueCountFrequency (%)
234
21.0%
5 98
 
8.8%
1 2 2005 79
 
7.1%
4 5 77
 
6.9%
1 2 47
 
4.2%
1 2 5 8 33
 
3.0%
1 5 32
 
2.9%
1 2 4 5 27
 
2.4%
1 2 2004 27
 
2.4%
1 8 24
 
2.2%
Other values (85) 434
39.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 446
22.2%
5 390
19.4%
2 385
19.2%
4 247
12.3%
8 157
 
7.8%
2005 105
 
5.2%
2008 62
 
3.1%
777 44
 
2.2%
3 35
 
1.7%
2004 28
 
1.4%
Other values (23) 111
 
5.5%

Most occurring characters

ValueCountFrequency (%)
1132
26.9%
5 583
13.8%
2 583
13.8%
1 453
10.8%
4 416
 
9.9%
0 413
 
9.8%
8 246
 
5.8%
7 198
 
4.7%
3 93
 
2.2%
6 69
 
1.6%
Other values (2) 24
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3075
73.0%
Space Separator 1132
 
26.9%
Dash Punctuation 3
 
0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 583
19.0%
2 583
19.0%
1 453
14.7%
4 416
13.5%
0 413
13.4%
8 246
8.0%
7 198
 
6.4%
3 93
 
3.0%
6 69
 
2.2%
9 21
 
0.7%
Space Separator
ValueCountFrequency (%)
1132
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4210
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1132
26.9%
5 583
13.8%
2 583
13.8%
1 453
10.8%
4 416
 
9.9%
0 413
 
9.8%
8 246
 
5.8%
7 198
 
4.7%
3 93
 
2.2%
6 69
 
1.6%
Other values (2) 24
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4210
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1132
26.9%
5 583
13.8%
2 583
13.8%
1 453
10.8%
4 416
 
9.9%
0 413
 
9.8%
8 246
 
5.8%
7 198
 
4.7%
3 93
 
2.2%
6 69
 
1.6%
Other values (2) 24
 
0.6%
Distinct48
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1051 
Household expenses
 
5
Household expenses
 
5
Funerals and death
 
2
Household feeding
 
2
Other values (43)
 
47

Length

Max length86
Median length0
Mean length1.2230216
Min length0

Characters and Unicode

Total characters1360
Distinct characters39
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique39 ?
Unique (%)3.5%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1051
94.5%
Household expenses 5
 
0.4%
Household expenses 5
 
0.4%
Funerals and death 2
 
0.2%
Household feeding 2
 
0.2%
Death and funerals 2
 
0.2%
Funerals 2
 
0.2%
Funerals 2
 
0.2%
To cater for emergency expenses 2
 
0.2%
Build a store 1
 
0.1%
Other values (38) 38
 
3.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
expenses 22
 
10.7%
household 19
 
9.2%
funerals 13
 
6.3%
and 12
 
5.8%
for 11
 
5.3%
to 11
 
5.3%
death 7
 
3.4%
emergency 6
 
2.9%
the 6
 
2.9%
feeding 6
 
2.9%
Other values (70) 93
45.1%

Most occurring characters

ValueCountFrequency (%)
e 212
15.6%
167
12.3%
s 131
 
9.6%
n 91
 
6.7%
o 88
 
6.5%
a 69
 
5.1%
r 56
 
4.1%
d 53
 
3.9%
u 52
 
3.8%
l 50
 
3.7%
Other values (29) 391
28.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1125
82.7%
Space Separator 167
 
12.3%
Uppercase Letter 62
 
4.6%
Other Punctuation 6
 
0.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 212
18.8%
s 131
11.6%
n 91
 
8.1%
o 88
 
7.8%
a 69
 
6.1%
r 56
 
5.0%
d 53
 
4.7%
u 52
 
4.6%
l 50
 
4.4%
h 47
 
4.2%
Other values (13) 276
24.5%
Uppercase Letter
ValueCountFrequency (%)
H 18
29.0%
F 17
27.4%
T 7
 
11.3%
D 4
 
6.5%
B 4
 
6.5%
S 3
 
4.8%
E 3
 
4.8%
R 1
 
1.6%
L 1
 
1.6%
M 1
 
1.6%
Other values (3) 3
 
4.8%
Other Punctuation
ValueCountFrequency (%)
. 5
83.3%
' 1
 
16.7%
Space Separator
ValueCountFrequency (%)
167
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1187
87.3%
Common 173
 
12.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 212
17.9%
s 131
 
11.0%
n 91
 
7.7%
o 88
 
7.4%
a 69
 
5.8%
r 56
 
4.7%
d 53
 
4.5%
u 52
 
4.4%
l 50
 
4.2%
h 47
 
4.0%
Other values (26) 338
28.5%
Common
ValueCountFrequency (%)
167
96.5%
. 5
 
2.9%
' 1
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1360
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 212
15.6%
167
12.3%
s 131
 
9.6%
n 91
 
6.7%
o 88
 
6.5%
a 69
 
5.1%
r 56
 
4.1%
d 53
 
3.9%
u 52
 
3.8%
l 50
 
3.7%
Other values (29) 391
28.7%
Distinct8
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
3
384 
777
330 
234 
2
122 
1
 
28
Other values (3)
 
14

Length

Max length3
Median length1
Mean length1.3992806
Min length0

Characters and Unicode

Total characters1556
Distinct characters7
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row3
2nd row2
3rd row3
4th row3
5th row3

Common Values

ValueCountFrequency (%)
3 384
34.5%
777 330
29.7%
234
21.0%
2 122
 
11.0%
1 28
 
2.5%
999 8
 
0.7%
0 5
 
0.4%
888 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
3 384
43.7%
777 330
37.6%
2 122
 
13.9%
1 28
 
3.2%
999 8
 
0.9%
0 5
 
0.6%
888 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
7 990
63.6%
3 384
 
24.7%
2 122
 
7.8%
1 28
 
1.8%
9 24
 
1.5%
0 5
 
0.3%
8 3
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1556
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
7 990
63.6%
3 384
 
24.7%
2 122
 
7.8%
1 28
 
1.8%
9 24
 
1.5%
0 5
 
0.3%
8 3
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
Common 1556
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
7 990
63.6%
3 384
 
24.7%
2 122
 
7.8%
1 28
 
1.8%
9 24
 
1.5%
0 5
 
0.3%
8 3
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1556
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7 990
63.6%
3 384
 
24.7%
2 122
 
7.8%
1 28
 
1.8%
9 24
 
1.5%
0 5
 
0.3%
8 3
 
0.2%

savings_times_12months_other
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct52
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
782 
12
 
39
48
 
31
52
 
26
40
 
23
Other values (47)
211 

Length

Max length3
Median length0
Mean length0.58093525
Min length0

Characters and Unicode

Total characters646
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)1.3%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
782
70.3%
12 39
 
3.5%
48 31
 
2.8%
52 26
 
2.3%
40 23
 
2.1%
10 16
 
1.4%
50 15
 
1.3%
20 14
 
1.3%
8 14
 
1.3%
30 14
 
1.3%
Other values (42) 138
 
12.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
12 39
 
11.8%
48 31
 
9.4%
52 26
 
7.9%
40 23
 
7.0%
10 16
 
4.8%
50 15
 
4.5%
20 14
 
4.2%
8 14
 
4.2%
30 14
 
4.2%
44 12
 
3.6%
Other values (41) 126
38.2%

Most occurring characters

ValueCountFrequency (%)
4 124
19.2%
2 112
17.3%
1 111
17.2%
0 89
13.8%
5 64
9.9%
8 52
8.0%
3 46
 
7.1%
6 26
 
4.0%
7 16
 
2.5%
9 6
 
0.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 646
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 124
19.2%
2 112
17.3%
1 111
17.2%
0 89
13.8%
5 64
9.9%
8 52
8.0%
3 46
 
7.1%
6 26
 
4.0%
7 16
 
2.5%
9 6
 
0.9%

Most occurring scripts

ValueCountFrequency (%)
Common 646
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
4 124
19.2%
2 112
17.3%
1 111
17.2%
0 89
13.8%
5 64
9.9%
8 52
8.0%
3 46
 
7.1%
6 26
 
4.0%
7 16
 
2.5%
9 6
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 646
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4 124
19.2%
2 112
17.3%
1 111
17.2%
0 89
13.8%
5 64
9.9%
8 52
8.0%
3 46
 
7.1%
6 26
 
4.0%
7 16
 
2.5%
9 6
 
0.9%
Distinct150
Distinct (%)13.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
234 
480
95 
200
 
50
240
 
41
300
 
38
Other values (145)
654 

Length

Max length5
Median length3
Mean length2.3741007
Min length0

Characters and Unicode

Total characters2640
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique79 ?
Unique (%)7.1%

Sample

1st row300
2nd row200
3rd row250
4th row240
5th row400

Common Values

ValueCountFrequency (%)
234
21.0%
480 95
 
8.5%
200 50
 
4.5%
240 41
 
3.7%
300 38
 
3.4%
500 37
 
3.3%
120 34
 
3.1%
600 32
 
2.9%
60 27
 
2.4%
400 25
 
2.2%
Other values (140) 499
44.9%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
480 95
 
10.8%
200 50
 
5.7%
240 41
 
4.7%
300 38
 
4.3%
500 37
 
4.2%
120 34
 
3.9%
600 32
 
3.6%
60 27
 
3.1%
400 25
 
2.8%
100 25
 
2.8%
Other values (139) 474
54.0%

Most occurring characters

ValueCountFrequency (%)
0 1130
42.8%
2 278
 
10.5%
4 275
 
10.4%
1 202
 
7.7%
8 170
 
6.4%
5 156
 
5.9%
6 146
 
5.5%
9 138
 
5.2%
3 104
 
3.9%
7 41
 
1.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2640
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1130
42.8%
2 278
 
10.5%
4 275
 
10.4%
1 202
 
7.7%
8 170
 
6.4%
5 156
 
5.9%
6 146
 
5.5%
9 138
 
5.2%
3 104
 
3.9%
7 41
 
1.6%

Most occurring scripts

ValueCountFrequency (%)
Common 2640
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1130
42.8%
2 278
 
10.5%
4 275
 
10.4%
1 202
 
7.7%
8 170
 
6.4%
5 156
 
5.9%
6 146
 
5.5%
9 138
 
5.2%
3 104
 
3.9%
7 41
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2640
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1130
42.8%
2 278
 
10.5%
4 275
 
10.4%
1 202
 
7.7%
8 170
 
6.4%
5 156
 
5.9%
6 146
 
5.5%
9 138
 
5.2%
3 104
 
3.9%
7 41
 
1.6%
Distinct38
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
271 
234 
3
226 
1 3
94 
2
57 
Other values (33)
230 

Length

Max length9
Median length1
Mean length1.4649281
Min length0

Characters and Unicode

Total characters1629
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique14 ?
Unique (%)1.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 271
24.4%
234
21.0%
3 226
20.3%
1 3 94
 
8.5%
2 57
 
5.1%
1 2 37
 
3.3%
1 5 30
 
2.7%
5 27
 
2.4%
777 22
 
2.0%
44564 17
 
1.5%
Other values (28) 97
 
8.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 456
40.4%
3 367
32.5%
2 124
 
11.0%
5 67
 
5.9%
777 53
 
4.7%
4 23
 
2.0%
44564 17
 
1.5%
2003 4
 
0.4%
2005 3
 
0.3%
2004 3
 
0.3%
Other values (9) 13
 
1.2%

Most occurring characters

ValueCountFrequency (%)
1 456
28.0%
3 374
23.0%
252
15.5%
7 163
 
10.0%
2 135
 
8.3%
5 95
 
5.8%
4 92
 
5.6%
6 25
 
1.5%
0 21
 
1.3%
9 9
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1377
84.5%
Space Separator 252
 
15.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 456
33.1%
3 374
27.2%
7 163
 
11.8%
2 135
 
9.8%
5 95
 
6.9%
4 92
 
6.7%
6 25
 
1.8%
0 21
 
1.5%
9 9
 
0.7%
8 7
 
0.5%
Space Separator
ValueCountFrequency (%)
252
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1629
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 456
28.0%
3 374
23.0%
252
15.5%
7 163
 
10.0%
2 135
 
8.3%
5 95
 
5.8%
4 92
 
5.6%
6 25
 
1.5%
0 21
 
1.3%
9 9
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1629
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 456
28.0%
3 374
23.0%
252
15.5%
7 163
 
10.0%
2 135
 
8.3%
5 95
 
5.8%
4 92
 
5.6%
6 25
 
1.5%
0 21
 
1.3%
9 9
 
0.6%
Distinct20
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1061 
Group savings (not with financial institutions)
 
16
VSLA
 
7
Mobile money
 
5
VSLA
 
5
Other values (15)
 
18

Length

Max length57
Median length0
Mean length1.1807554
Min length0

Characters and Unicode

Total characters1313
Distinct characters42
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)1.2%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1061
95.4%
Group savings (not with financial institutions) 16
 
1.4%
VSLA 7
 
0.6%
Mobile money 5
 
0.4%
VSLA 5
 
0.4%
Group savings (not with financial institution) 3
 
0.3%
Mobile money accounts 2
 
0.2%
Sim card 1
 
0.1%
Money box 1
 
0.1%
Rural bank 1
 
0.1%
Other values (10) 10
 
0.9%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
savings 23
12.5%
group 21
11.4%
with 21
11.4%
not 20
10.9%
financial 20
10.9%
institutions 17
9.2%
vsla 12
6.5%
mobile 9
 
4.9%
money 9
 
4.9%
institution 3
 
1.6%
Other values (25) 29
15.8%

Most occurring characters

ValueCountFrequency (%)
i 162
12.3%
n 145
 
11.0%
141
 
10.7%
t 108
 
8.2%
o 96
 
7.3%
s 94
 
7.2%
a 80
 
6.1%
u 47
 
3.6%
l 36
 
2.7%
c 28
 
2.1%
Other values (32) 376
28.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1026
78.1%
Space Separator 141
 
10.7%
Uppercase Letter 102
 
7.8%
Close Punctuation 21
 
1.6%
Open Punctuation 20
 
1.5%
Other Punctuation 3
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i 162
15.8%
n 145
14.1%
t 108
10.5%
o 96
9.4%
s 94
9.2%
a 80
 
7.8%
u 47
 
4.6%
l 36
 
3.5%
c 28
 
2.7%
r 26
 
2.5%
Other values (13) 204
19.9%
Uppercase Letter
ValueCountFrequency (%)
G 21
20.6%
S 17
16.7%
A 14
13.7%
V 14
13.7%
L 13
12.7%
M 12
11.8%
E 2
 
2.0%
H 2
 
2.0%
R 2
 
2.0%
D 1
 
1.0%
Other values (4) 4
 
3.9%
Other Punctuation
ValueCountFrequency (%)
. 2
66.7%
/ 1
33.3%
Space Separator
ValueCountFrequency (%)
141
100.0%
Close Punctuation
ValueCountFrequency (%)
) 21
100.0%
Open Punctuation
ValueCountFrequency (%)
( 20
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1128
85.9%
Common 185
 
14.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
i 162
14.4%
n 145
12.9%
t 108
 
9.6%
o 96
 
8.5%
s 94
 
8.3%
a 80
 
7.1%
u 47
 
4.2%
l 36
 
3.2%
c 28
 
2.5%
r 26
 
2.3%
Other values (27) 306
27.1%
Common
ValueCountFrequency (%)
141
76.2%
) 21
 
11.4%
( 20
 
10.8%
. 2
 
1.1%
/ 1
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1313
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
i 162
12.3%
n 145
 
11.0%
141
 
10.7%
t 108
 
8.2%
o 96
 
7.3%
s 94
 
7.2%
a 80
 
6.1%
u 47
 
3.6%
l 36
 
2.7%
c 28
 
2.1%
Other values (32) 376
28.6%

save_ability
Categorical

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
347 
3
301 
2
263 
4
192 
999
 
4
Other values (2)
 
5

Length

Max length3
Median length1
Mean length1.0080935
Min length0

Characters and Unicode

Total characters1121
Distinct characters6
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row3
3rd row3
4th row3
5th row3

Common Values

ValueCountFrequency (%)
1 347
31.2%
3 301
27.1%
2 263
23.7%
4 192
17.3%
999 4
 
0.4%
3
 
0.3%
888 2
 
0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 347
31.3%
3 301
27.1%
2 263
23.7%
4 192
17.3%
999 4
 
0.4%
888 2
 
0.2%

Most occurring characters

ValueCountFrequency (%)
1 347
31.0%
3 301
26.9%
2 263
23.5%
4 192
17.1%
9 12
 
1.1%
8 6
 
0.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1121
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 347
31.0%
3 301
26.9%
2 263
23.5%
4 192
17.1%
9 12
 
1.1%
8 6
 
0.5%

Most occurring scripts

ValueCountFrequency (%)
Common 1121
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 347
31.0%
3 301
26.9%
2 263
23.5%
4 192
17.1%
9 12
 
1.1%
8 6
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1121
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 347
31.0%
3 301
26.9%
2 263
23.5%
4 192
17.1%
9 12
 
1.1%
8 6
 
0.5%

save_reason
Categorical

Distinct9
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
350 
2
321 
1
271 
4
90 
777
69 
Other values (4)
 
11

Length

Max length3
Median length1
Mean length0.81294964
Min length0

Characters and Unicode

Total characters904
Distinct characters8
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row2

Common Values

ValueCountFrequency (%)
350
31.5%
2 321
28.9%
1 271
24.4%
4 90
 
8.1%
777 69
 
6.2%
5 5
 
0.4%
3 3
 
0.3%
999 2
 
0.2%
6 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 321
42.1%
1 271
35.6%
4 90
 
11.8%
777 69
 
9.1%
5 5
 
0.7%
3 3
 
0.4%
999 2
 
0.3%
6 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
2 321
35.5%
1 271
30.0%
7 207
22.9%
4 90
 
10.0%
9 6
 
0.7%
5 5
 
0.6%
3 3
 
0.3%
6 1
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 904
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 321
35.5%
1 271
30.0%
7 207
22.9%
4 90
 
10.0%
9 6
 
0.7%
5 5
 
0.6%
3 3
 
0.3%
6 1
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Common 904
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 321
35.5%
1 271
30.0%
7 207
22.9%
4 90
 
10.0%
9 6
 
0.7%
5 5
 
0.6%
3 3
 
0.3%
6 1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 904
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 321
35.5%
1 271
30.0%
7 207
22.9%
4 90
 
10.0%
9 6
 
0.7%
5 5
 
0.6%
3 3
 
0.3%
6 1
 
0.1%

save_reason_other
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct56
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1043 
Don't have business doing
 
5
Respondent have always save
 
4
Was not having business by then
 
3
Respondent always save
 
3
Other values (51)
 
54

Length

Max length175
Median length0
Mean length2.7895683
Min length0

Characters and Unicode

Total characters3102
Distinct characters43
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique48 ?
Unique (%)4.3%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1043
93.8%
Don't have business doing 5
 
0.4%
Respondent have always save 4
 
0.4%
Was not having business by then 3
 
0.3%
Respondent always save 3
 
0.3%
Respondent have always save without defaulting 2
 
0.2%
Respondent has no money to save 2
 
0.2%
Don't have business doing 2
 
0.2%
Because i had nothing doing. I just started a business and so I am yet to start saving 1
 
0.1%
Travelled 1
 
0.1%
Other values (46) 46
 
4.1%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
respondent 31
 
5.7%
have 27
 
4.9%
business 26
 
4.8%
save 24
 
4.4%
not 18
 
3.3%
to 18
 
3.3%
always 14
 
2.6%
the 14
 
2.6%
i 13
 
2.4%
has 13
 
2.4%
Other values (171) 348
63.7%

Most occurring characters

ValueCountFrequency (%)
496
16.0%
e 342
11.0%
s 285
 
9.2%
n 259
 
8.3%
a 222
 
7.2%
t 201
 
6.5%
o 188
 
6.1%
i 122
 
3.9%
h 114
 
3.7%
d 91
 
2.9%
Other values (33) 782
25.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 2486
80.1%
Space Separator 496
 
16.0%
Uppercase Letter 80
 
2.6%
Other Punctuation 37
 
1.2%
Decimal Number 3
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 342
13.8%
s 285
11.5%
n 259
10.4%
a 222
 
8.9%
t 201
 
8.1%
o 188
 
7.6%
i 122
 
4.9%
h 114
 
4.6%
d 91
 
3.7%
v 91
 
3.7%
Other values (14) 571
23.0%
Uppercase Letter
ValueCountFrequency (%)
R 30
37.5%
I 12
 
15.0%
D 12
 
15.0%
W 5
 
6.2%
H 4
 
5.0%
A 4
 
5.0%
S 4
 
5.0%
T 3
 
3.8%
N 2
 
2.5%
G 2
 
2.5%
Other values (2) 2
 
2.5%
Other Punctuation
ValueCountFrequency (%)
. 17
45.9%
' 14
37.8%
, 6
 
16.2%
Decimal Number
ValueCountFrequency (%)
7 1
33.3%
1 1
33.3%
2 1
33.3%
Space Separator
ValueCountFrequency (%)
496
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 2566
82.7%
Common 536
 
17.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 342
13.3%
s 285
11.1%
n 259
 
10.1%
a 222
 
8.7%
t 201
 
7.8%
o 188
 
7.3%
i 122
 
4.8%
h 114
 
4.4%
d 91
 
3.5%
v 91
 
3.5%
Other values (26) 651
25.4%
Common
ValueCountFrequency (%)
496
92.5%
. 17
 
3.2%
' 14
 
2.6%
, 6
 
1.1%
7 1
 
0.2%
1 1
 
0.2%
2 1
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3102
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
496
16.0%
e 342
11.0%
s 285
 
9.2%
n 259
 
8.3%
a 222
 
7.2%
t 201
 
6.5%
o 188
 
6.1%
i 122
 
3.9%
h 114
 
3.7%
d 91
 
2.9%
Other values (33) 782
25.2%
Distinct141
Distinct (%)12.7%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
262 
1 4
78 
1 3
 
59
1 2
 
41
1 3 2004
 
35
Other values (136)
637 

Length

Max length15
Median length13
Mean length4.3390288
Min length0

Characters and Unicode

Total characters4825
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique53 ?
Unique (%)4.8%

Sample

1st row1
2nd row1 6
3rd row1
4th row1
5th row1 5

Common Values

ValueCountFrequency (%)
1 262
23.6%
1 4 78
 
7.0%
1 3 59
 
5.3%
1 2 41
 
3.7%
1 3 2004 35
 
3.1%
1 2 2003 32
 
2.9%
1 2 2008 28
 
2.5%
1 2 3 8 26
 
2.3%
8 25
 
2.2%
6 8 22
 
2.0%
Other values (131) 504
45.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 860
33.3%
2 334
 
12.9%
3 308
 
11.9%
8 249
 
9.6%
4 222
 
8.6%
6 145
 
5.6%
5 124
 
4.8%
2008 83
 
3.2%
2004 51
 
2.0%
7 45
 
1.7%
Other values (11) 161
 
6.2%

Most occurring characters

ValueCountFrequency (%)
1473
30.5%
1 860
17.8%
2 570
 
11.8%
0 494
 
10.2%
3 340
 
7.0%
8 338
 
7.0%
4 273
 
5.7%
6 172
 
3.6%
5 155
 
3.2%
7 124
 
2.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3352
69.5%
Space Separator 1473
30.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 860
25.7%
2 570
17.0%
0 494
14.7%
3 340
 
10.1%
8 338
 
10.1%
4 273
 
8.1%
6 172
 
5.1%
5 155
 
4.6%
7 124
 
3.7%
9 26
 
0.8%
Space Separator
ValueCountFrequency (%)
1473
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4825
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1473
30.5%
1 860
17.8%
2 570
 
11.8%
0 494
 
10.2%
3 340
 
7.0%
8 338
 
7.0%
4 273
 
5.7%
6 172
 
3.6%
5 155
 
3.2%
7 124
 
2.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4825
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1473
30.5%
1 860
17.8%
2 570
 
11.8%
0 494
 
10.2%
3 340
 
7.0%
8 338
 
7.0%
4 273
 
5.7%
6 172
 
3.6%
5 155
 
3.2%
7 124
 
2.6%
Distinct24
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1089 
Being committed to the business
 
1
Paying full attention in the business
 
1
Reduce spending
 
1
Sending Animals to the vertinary
 
1
Other values (19)
 
19

Length

Max length83
Median length0
Mean length0.65827338
Min length0

Characters and Unicode

Total characters732
Distinct characters40
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique23 ?
Unique (%)2.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1089
97.9%
Being committed to the business 1
 
0.1%
Paying full attention in the business 1
 
0.1%
Reduce spending 1
 
0.1%
Sending Animals to the vertinary 1
 
0.1%
Participant said it was the time she lost her husband so she was not concentrating 1
 
0.1%
Respondent said she doesn't know 1
 
0.1%
Form groups 1
 
0.1%
Taking Animals to veterinary 1
 
0.1%
Reducing spending 1
 
0.1%
Other values (14) 14
 
1.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
the 11
 
9.4%
to 6
 
5.1%
business 5
 
4.3%
for 3
 
2.6%
of 3
 
2.6%
reduce 3
 
2.6%
she 3
 
2.6%
time 3
 
2.6%
was 2
 
1.7%
my 2
 
1.7%
Other values (66) 76
65.0%

Most occurring characters

ValueCountFrequency (%)
99
13.5%
e 88
12.0%
n 60
 
8.2%
t 53
 
7.2%
i 47
 
6.4%
s 46
 
6.3%
o 42
 
5.7%
a 34
 
4.6%
r 34
 
4.6%
d 24
 
3.3%
Other values (30) 205
28.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 604
82.5%
Space Separator 99
 
13.5%
Uppercase Letter 25
 
3.4%
Other Punctuation 2
 
0.3%
Open Punctuation 1
 
0.1%
Close Punctuation 1
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 88
14.6%
n 60
 
9.9%
t 53
 
8.8%
i 47
 
7.8%
s 46
 
7.6%
o 42
 
7.0%
a 34
 
5.6%
r 34
 
5.6%
d 24
 
4.0%
c 23
 
3.8%
Other values (14) 153
25.3%
Uppercase Letter
ValueCountFrequency (%)
R 7
28.0%
B 3
12.0%
A 3
12.0%
S 3
12.0%
P 2
 
8.0%
T 2
 
8.0%
F 1
 
4.0%
K 1
 
4.0%
D 1
 
4.0%
M 1
 
4.0%
Other Punctuation
ValueCountFrequency (%)
' 1
50.0%
. 1
50.0%
Space Separator
ValueCountFrequency (%)
99
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 629
85.9%
Common 103
 
14.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 88
14.0%
n 60
 
9.5%
t 53
 
8.4%
i 47
 
7.5%
s 46
 
7.3%
o 42
 
6.7%
a 34
 
5.4%
r 34
 
5.4%
d 24
 
3.8%
c 23
 
3.7%
Other values (25) 178
28.3%
Common
ValueCountFrequency (%)
99
96.1%
' 1
 
1.0%
( 1
 
1.0%
) 1
 
1.0%
. 1
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 732
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
99
13.5%
e 88
12.0%
n 60
 
8.2%
t 53
 
7.2%
i 47
 
6.4%
s 46
 
6.3%
o 42
 
5.7%
a 34
 
4.6%
r 34
 
4.6%
d 24
 
3.3%
Other values (30) 205
28.0%
Distinct136
Distinct (%)12.2%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
237 
0
 
61
1 2
 
54
1 2 2003
 
53
10
 
52
Other values (131)
655 

Length

Max length15
Median length13
Mean length3.9334532
Min length0

Characters and Unicode

Total characters4374
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique56 ?
Unique (%)5.0%

Sample

1st row5
2nd row1 6
3rd row1 9
4th row0 1
5th row1 6

Common Values

ValueCountFrequency (%)
1 237
21.3%
0 61
 
5.5%
1 2 54
 
4.9%
1 2 2003 53
 
4.8%
10 52
 
4.7%
1 4 50
 
4.5%
1 3 49
 
4.4%
1 8 35
 
3.1%
1 3 2004 34
 
3.1%
1 2 2008 27
 
2.4%
Other values (126) 460
41.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 786
33.8%
2 308
 
13.3%
3 255
 
11.0%
8 179
 
7.7%
4 159
 
6.8%
6 104
 
4.5%
5 91
 
3.9%
2008 75
 
3.2%
0 69
 
3.0%
10 60
 
2.6%
Other values (13) 238
 
10.2%

Most occurring characters

ValueCountFrequency (%)
1215
27.8%
1 846
19.3%
0 599
13.7%
2 540
12.3%
3 308
 
7.0%
8 257
 
5.9%
4 200
 
4.6%
7 137
 
3.1%
6 121
 
2.8%
5 120
 
2.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3159
72.2%
Space Separator 1215
 
27.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 846
26.8%
0 599
19.0%
2 540
17.1%
3 308
 
9.7%
8 257
 
8.1%
4 200
 
6.3%
7 137
 
4.3%
6 121
 
3.8%
5 120
 
3.8%
9 31
 
1.0%
Space Separator
ValueCountFrequency (%)
1215
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4374
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1215
27.8%
1 846
19.3%
0 599
13.7%
2 540
12.3%
3 308
 
7.0%
8 257
 
5.9%
4 200
 
4.6%
7 137
 
3.1%
6 121
 
2.8%
5 120
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4374
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1215
27.8%
1 846
19.3%
0 599
13.7%
2 540
12.3%
3 308
 
7.0%
8 257
 
5.9%
4 200
 
4.6%
7 137
 
3.1%
6 121
 
2.8%
5 120
 
2.7%
Distinct28
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1084 
Yet to receive Guinea fowls and practice
 
2
Reducing
 
1
Participant is yet to receive Guinea fowls or full grant and is currently not working
 
1
Paying full attention in the business
 
1
Other values (23)
 
23

Length

Max length115
Median length0
Mean length1.3120504
Min length0

Characters and Unicode

Total characters1459
Distinct characters40
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)2.3%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
1084
97.5%
Yet to receive Guinea fowls and practice 2
 
0.2%
Reducing 1
 
0.1%
Participant is yet to receive Guinea fowls or full grant and is currently not working 1
 
0.1%
Paying full attention in the business 1
 
0.1%
Participant is yet to receive Guinea fowls or full grant. He only received two bags of cement and wallenting boot 1
 
0.1%
Sending Animals to the veterinary 1
 
0.1%
Participant is yet to receive Guinea fowls but only received two bags of cement and wallenting boot 1
 
0.1%
Participant said it was the time she lost her husband so she was not concentrating 1
 
0.1%
Respondent said because she is not strong enough she produced the she butter once and raw materials are still there 1
 
0.1%
Other values (18) 18
 
1.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
to 18
 
7.2%
the 14
 
5.6%
guinea 11
 
4.4%
fowls 11
 
4.4%
yet 10
 
4.0%
receive 9
 
3.6%
and 9
 
3.6%
of 6
 
2.4%
business 5
 
2.0%
is 5
 
2.0%
Other values (101) 153
61.0%

Most occurring characters

ValueCountFrequency (%)
236
16.2%
e 172
11.8%
t 118
 
8.1%
n 101
 
6.9%
o 92
 
6.3%
i 92
 
6.3%
a 84
 
5.8%
s 82
 
5.6%
r 58
 
4.0%
c 49
 
3.4%
Other values (30) 375
25.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1178
80.7%
Space Separator 236
 
16.2%
Uppercase Letter 42
 
2.9%
Other Punctuation 2
 
0.1%
Decimal Number 1
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 172
14.6%
t 118
10.0%
n 101
 
8.6%
o 92
 
7.8%
i 92
 
7.8%
a 84
 
7.1%
s 82
 
7.0%
r 58
 
4.9%
c 49
 
4.2%
l 43
 
3.7%
Other values (12) 287
24.4%
Uppercase Letter
ValueCountFrequency (%)
G 11
26.2%
Y 5
11.9%
P 5
11.9%
R 5
11.9%
S 3
 
7.1%
A 3
 
7.1%
I 2
 
4.8%
H 1
 
2.4%
T 1
 
2.4%
M 1
 
2.4%
Other values (5) 5
11.9%
Space Separator
ValueCountFrequency (%)
236
100.0%
Other Punctuation
ValueCountFrequency (%)
. 2
100.0%
Decimal Number
ValueCountFrequency (%)
6 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1220
83.6%
Common 239
 
16.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 172
14.1%
t 118
 
9.7%
n 101
 
8.3%
o 92
 
7.5%
i 92
 
7.5%
a 84
 
6.9%
s 82
 
6.7%
r 58
 
4.8%
c 49
 
4.0%
l 43
 
3.5%
Other values (27) 329
27.0%
Common
ValueCountFrequency (%)
236
98.7%
. 2
 
0.8%
6 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1459
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
236
16.2%
e 172
11.8%
t 118
 
8.1%
n 101
 
6.9%
o 92
 
6.3%
i 92
 
6.3%
a 84
 
5.8%
s 82
 
5.6%
r 58
 
4.0%
c 49
 
3.4%
Other values (30) 375
25.7%

purchase_eggs
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
0
767 
1
342 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 767
69.0%
1 342
30.8%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 767
69.2%
1 342
30.8%

Most occurring characters

ValueCountFrequency (%)
0 767
69.2%
1 342
30.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 767
69.2%
1 342
30.8%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 767
69.2%
1 342
30.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 767
69.2%
1 342
30.8%

purchase_beef
Categorical

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
440 
2
386 
3
178 
0
101 
 
3
Other values (2)
 
4

Length

Max length3
Median length1
Mean length1.0044964
Min length0

Characters and Unicode

Total characters1117
Distinct characters6
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row2
2nd row2
3rd row2
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 440
39.6%
2 386
34.7%
3 178
16.0%
0 101
 
9.1%
3
 
0.3%
888 3
 
0.3%
999 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 440
39.7%
2 386
34.8%
3 178
16.1%
0 101
 
9.1%
888 3
 
0.3%
999 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 440
39.4%
2 386
34.6%
3 178
15.9%
0 101
 
9.0%
8 9
 
0.8%
9 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1117
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 440
39.4%
2 386
34.6%
3 178
15.9%
0 101
 
9.0%
8 9
 
0.8%
9 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1117
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 440
39.4%
2 386
34.6%
3 178
15.9%
0 101
 
9.0%
8 9
 
0.8%
9 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1117
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 440
39.4%
2 386
34.6%
3 178
15.9%
0 101
 
9.0%
8 9
 
0.8%
9 3
 
0.3%
Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1060 
2
 
48
 
3
888
 
1

Length

Max length3
Median length1
Mean length0.99910072
Min length0

Characters and Unicode

Total characters1111
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1060
95.3%
2 48
 
4.3%
3
 
0.3%
888 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1060
95.6%
2 48
 
4.3%
888 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 1060
95.4%
2 48
 
4.3%
8 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1111
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1060
95.4%
2 48
 
4.3%
8 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1111
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1060
95.4%
2 48
 
4.3%
8 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1111
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1060
95.4%
2 48
 
4.3%
8 3
 
0.3%

fuel
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
1100 
2
 
9
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 1100
98.9%
2 9
 
0.8%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 1100
99.2%
2 9
 
0.8%

Most occurring characters

ValueCountFrequency (%)
1 1100
99.2%
2 9
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 1100
99.2%
2 9
 
0.8%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 1100
99.2%
2 9
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 1100
99.2%
2 9
 
0.8%

gas_stove
Categorical

Distinct4
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
0
1076 
1
 
32
 
3
888
 
1

Length

Max length3
Median length1
Mean length0.99910072
Min length0

Characters and Unicode

Total characters1111
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 1076
96.8%
1 32
 
2.9%
3
 
0.3%
888 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 1076
97.0%
1 32
 
2.9%
888 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
0 1076
96.8%
1 32
 
2.9%
8 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1111
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1076
96.8%
1 32
 
2.9%
8 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1111
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1076
96.8%
1 32
 
2.9%
8 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1111
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1076
96.8%
1 32
 
2.9%
8 3
 
0.3%

refrigerator
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
0
1018 
1
 
91
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 1018
91.5%
1 91
 
8.2%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 1018
91.8%
1 91
 
8.2%

Most occurring characters

ValueCountFrequency (%)
0 1018
91.8%
1 91
 
8.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1018
91.8%
1 91
 
8.2%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1018
91.8%
1 91
 
8.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1018
91.8%
1 91
 
8.2%

fan
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
0
852 
1
257 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row1
5th row1

Common Values

ValueCountFrequency (%)
0 852
76.6%
1 257
 
23.1%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 852
76.8%
1 257
 
23.2%

Most occurring characters

ValueCountFrequency (%)
0 852
76.8%
1 257
 
23.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 852
76.8%
1 257
 
23.2%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 852
76.8%
1 257
 
23.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 852
76.8%
1 257
 
23.2%

television
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
0
856 
1
253 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row1
5th row1

Common Values

ValueCountFrequency (%)
0 856
77.0%
1 253
 
22.8%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 856
77.2%
1 253
 
22.8%

Most occurring characters

ValueCountFrequency (%)
0 856
77.2%
1 253
 
22.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 856
77.2%
1 253
 
22.8%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 856
77.2%
1 253
 
22.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 856
77.2%
1 253
 
22.8%

borrowed_30days
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
0
819 
1
290 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 819
73.7%
1 290
 
26.1%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 819
73.9%
1 290
 
26.1%

Most occurring characters

ValueCountFrequency (%)
0 819
73.9%
1 290
 
26.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 819
73.9%
1 290
 
26.1%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 819
73.9%
1 290
 
26.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 819
73.9%
1 290
 
26.1%

borrowed_reason
Categorical

Distinct5
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
822 
1
127 
777
 
72
2
 
66
3
 
25

Length

Max length3
Median length0
Mean length0.39028777
Min length0

Characters and Unicode

Total characters434
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
822
73.9%
1 127
 
11.4%
777 72
 
6.5%
2 66
 
5.9%
3 25
 
2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 127
43.8%
777 72
24.8%
2 66
22.8%
3 25
 
8.6%

Most occurring characters

ValueCountFrequency (%)
7 216
49.8%
1 127
29.3%
2 66
 
15.2%
3 25
 
5.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 434
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
7 216
49.8%
1 127
29.3%
2 66
 
15.2%
3 25
 
5.8%

Most occurring scripts

ValueCountFrequency (%)
Common 434
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
7 216
49.8%
1 127
29.3%
2 66
 
15.2%
3 25
 
5.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 434
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7 216
49.8%
1 127
29.3%
2 66
 
15.2%
3 25
 
5.8%

reduce_food
Categorical

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
634 
0
475 
 
3

Length

Max length1
Median length1
Mean length0.99730216
Min length0

Characters and Unicode

Total characters1109
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row0

Common Values

ValueCountFrequency (%)
1 634
57.0%
0 475
42.7%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 634
57.2%
0 475
42.8%

Most occurring characters

ValueCountFrequency (%)
1 634
57.2%
0 475
42.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1109
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 634
57.2%
0 475
42.8%

Most occurring scripts

ValueCountFrequency (%)
Common 1109
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 634
57.2%
0 475
42.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 634
57.2%
0 475
42.8%
Distinct6
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
2
597 
1
208 
3
178 
4
122 
999
 
4

Length

Max length3
Median length1
Mean length1.0044964
Min length0

Characters and Unicode

Total characters1117
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row2
3rd row2
4th row2
5th row4

Common Values

ValueCountFrequency (%)
2 597
53.7%
1 208
 
18.7%
3 178
 
16.0%
4 122
 
11.0%
999 4
 
0.4%
3
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 597
53.8%
1 208
 
18.8%
3 178
 
16.1%
4 122
 
11.0%
999 4
 
0.4%

Most occurring characters

ValueCountFrequency (%)
2 597
53.4%
1 208
 
18.6%
3 178
 
15.9%
4 122
 
10.9%
9 12
 
1.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1117
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 597
53.4%
1 208
 
18.6%
3 178
 
15.9%
4 122
 
10.9%
9 12
 
1.1%

Most occurring scripts

ValueCountFrequency (%)
Common 1117
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 597
53.4%
1 208
 
18.6%
3 178
 
15.9%
4 122
 
10.9%
9 12
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1117
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 597
53.4%
1 208
 
18.6%
3 178
 
15.9%
4 122
 
10.9%
9 12
 
1.1%

current_wealth
Categorical

Distinct6
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
1
415 
3
388 
2
247 
4
58 
 
3

Length

Max length3
Median length1
Mean length0.99910072
Min length0

Characters and Unicode

Total characters1111
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row1
2nd row3
3rd row1
4th row1
5th row3

Common Values

ValueCountFrequency (%)
1 415
37.3%
3 388
34.9%
2 247
22.2%
4 58
 
5.2%
3
 
0.3%
888 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 415
37.4%
3 388
35.0%
2 247
22.3%
4 58
 
5.2%
888 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
1 415
37.4%
3 388
34.9%
2 247
22.2%
4 58
 
5.2%
8 3
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1111
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 415
37.4%
3 388
34.9%
2 247
22.2%
4 58
 
5.2%
8 3
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1111
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 415
37.4%
3 388
34.9%
2 247
22.2%
4 58
 
5.2%
8 3
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1111
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 415
37.4%
3 388
34.9%
2 247
22.2%
4 58
 
5.2%
8 3
 
0.3%

future_wealth
Categorical

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size49.7 KiB
3
425 
2
264 
1
238 
4
135 
999
46 
Other values (2)
 
4

Length

Max length3
Median length1
Mean length1.0818345
Min length0

Characters and Unicode

Total characters1203
Distinct characters6
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row3
2nd row3
3rd row2
4th row1
5th row3

Common Values

ValueCountFrequency (%)
3 425
38.2%
2 264
23.7%
1 238
21.4%
4 135
 
12.1%
999 46
 
4.1%
3
 
0.3%
888 1
 
0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
3 425
38.3%
2 264
23.8%
1 238
21.5%
4 135
 
12.2%
999 46
 
4.1%
888 1
 
0.1%

Most occurring characters

ValueCountFrequency (%)
3 425
35.3%
2 264
21.9%
1 238
19.8%
9 138
 
11.5%
4 135
 
11.2%
8 3
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1203
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 425
35.3%
2 264
21.9%
1 238
19.8%
9 138
 
11.5%
4 135
 
11.2%
8 3
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
Common 1203
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 425
35.3%
2 264
21.9%
1 238
19.8%
9 138
 
11.5%
4 135
 
11.2%
8 3
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1203
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 425
35.3%
2 264
21.9%
1 238
19.8%
9 138
 
11.5%
4 135
 
11.2%
8 3
 
0.2%

Interactions

Correlations

Auto

The auto setting is an interpretable pairwise column metric of the following mapping:
  • Variable_type-Variable_type : Method, Range
  • Categorical-Categorical : Cramer's V, [0,1]
  • Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
  • Numerical-Numerical : Spearman's ρ, [-1,1]
The number of bins used in the discretization for the Numerical-Categorical column pair can be changed using config.correlations["auto"].n_bins. The number of bins affects the granularity of the association you wish to measure.

This configuration uses the recommended metric for each pair of columns.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

starttimeendtimedeviceidsubscriberidsimiddevicephonenumusernameduration_truetext_auditconsent_audiopct_sound_between0_60respid_checkezwichid_checkresp_reachresp_reach2beneficiary_checktrue_beneficiarytrue_beneficiary_talkverify_beneficiarypre_consent_tsVoluntarily_participateUnderstand_purpose_rightssurvey_start_tsregiondistrictcommunitylanguageFull_NameSexAgeschoolingschooling_othermarital_statusmarital_status_otherhousehold_sizeemployment_statusemployment_status_otherhad_businessprevious_business_statusbusiness_status_othernew_businesscompleted_tech_trainingreceived_grantgrant_monthgrant_amounthave_goalspecific_goalspecific_goal_othergoal_timelinegoal_costaccomplish_goalaccomplish_goal_othersavings_frequencysavings_frequency_oftensavings_frequency_often_othersavings_amountsavings_amount_howmuchsave_30dayssave_purpose_30dayssave_purpose_30days_othersavings_times_30dayssavings_times_30days_othersavings_amount_30dayssavings_place_30dayssavings_place_30days_othersave_12monthssave_purpose_12monthssave_purpose_12months_othersavings_times_12monthssavings_times_12months_othersavings_amount_12monthssavings_place_12monthssavings_place_12months_othersave_abilitysave_reasonsave_reason_otherbusiness_principlesbusiness_principles_otherbusiness_principles_appliedbusiness_principles_applied_otherpurchase_eggspurchase_beefconstruction_materialfuelgas_stoverefrigeratorfantelevisionborrowed_30daysborrowed_reasonreduce_foodunexpected_expensecurrent_wealthfuture_wealth
312022-11-27T11:06:04.188Z2022-11-27T15:45:05.438Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1289.834TA_989b4c9f-e1c9-472c-a0be-fb0a37ca5cc6.csv0.646109510120170141016496909111166954725711166954726522031562330114101111112311212111211011 2350111 233001311502110000131113
322022-11-27T12:50:33.288Z2022-11-27T15:39:43.035Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1018.47TA_8333ef6a-1cdf-43d4-aa86-f80304775d92.csv0.6980589504201633010158692661111669553539111669553547220315624501104011111138312611 31211011 225011222001311 61 60211000001233
332022-11-27T13:15:27.986Z2022-11-27T15:35:58.274Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1256.139TA_cabbae37-32e8-42ac-8852-124dd90143b0.csv0.8182949596201634910158696181111669555025111669555072220315614001151121111147112711 31115113110111 2325013111 90211000001212
342022-11-27T13:51:58.297Z2022-11-27T15:33:15.404Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.orgTA_3865243c-12f6-4fbe-99c9-7f33f29684a6.csv0.6297021944201700010158648531111669557192111.67E+09220315614101611211111919127011 2 2005340111 2324013110 10111001101211
352022-11-27T14:35:09.320Z2022-11-27T15:31:33.795Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1239.55TA_ff615fc0-02bd-42a1-b8b5-1b8eeb037096.csv0.6527985633201634710158649711111669559980111669559992220315624011821211111919121211 312011 2 200531201 211 2 200534001321 51 60111001100433
362022-11-27T15:47:06.957Z2022-11-27T16:09:36.001Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1092.699001TA_298731db-d50e-4f34-abee-d6ac53e600ac.csv0.9948109711201634010158646951111669564125111669564130220315615501104011111462121211 319990011 22501311 41 611110110131212
372022-11-27T10:08:28.326Z2022-11-27T20:30:29.152Z352232119640343jwilliams@jmkconsultinggroup.org-2599.158TA_ab9dc08b-6e4a-4dd9-9c86-f8112cff4197.csv0.54624054352023719101191346111116695440041116695440371108295242111721777Different business (Share bottor processing)0118120012611 2 20031777Every two weeks112011 2 5 777Household feeding2402 777Group savings (not with financial institution)11 2 5 777Household feeding777142202 777Group savings (not with financial institution)211 3 4 777Being committed to the business1 3 0777Being committed to the business1111000011122999
382022-11-27T12:57:23.433Z2022-11-27T20:38:20.903Z352232119640343jwilliams@jmkconsultinggroup.orgTA_e2666134-3923-4c96-a5ae-bb39ae6ddbbf.csv0.550166527920239401011913244111166955407411166955408411082952420112200118150012711111280011 232402 77711 2 3 82 3 20081111001001122
392022-11-27T13:48:56.729Z2022-11-27T20:41:13.635Z352232119640343jwilliams@jmkconsultinggroup.org-2334.006TA_b03b189b-350c-4f99-8c6d-ec453a9230da.csv0.59829406992023984101191532511116695570071116695570131108295159011120111915001231112118011 2 2004260777Group savings (not with financial institution)11 2 4 777Household feeding3350777Group savings (not with financial institution)211 2 3 6 82 3 6 81111000001222
402022-11-27T14:58:37.482Z2022-11-27T20:45:16.493Z352232119640343jwilliams@jmkconsultinggroup.org-1663.188TA_e06bae6d-07fa-4599-993a-d89938d0c4b9.csv0.679463024202396810119129221111.67E+09111669561469110829524601920111810501631112112011 221201 777Group savings (not with financial institution)11 27772711401 777Group savings (not with financial institutions)11 2 6 81 2 3 81111001101333
starttimeendtimedeviceidsubscriberidsimiddevicephonenumusernameduration_truetext_auditconsent_audiopct_sound_between0_60respid_checkezwichid_checkresp_reachresp_reach2beneficiary_checktrue_beneficiarytrue_beneficiary_talkverify_beneficiarypre_consent_tsVoluntarily_participateUnderstand_purpose_rightssurvey_start_tsregiondistrictcommunitylanguageFull_NameSexAgeschoolingschooling_othermarital_statusmarital_status_otherhousehold_sizeemployment_statusemployment_status_otherhad_businessprevious_business_statusbusiness_status_othernew_businesscompleted_tech_trainingreceived_grantgrant_monthgrant_amounthave_goalspecific_goalspecific_goal_othergoal_timelinegoal_costaccomplish_goalaccomplish_goal_othersavings_frequencysavings_frequency_oftensavings_frequency_often_othersavings_amountsavings_amount_howmuchsave_30dayssave_purpose_30dayssave_purpose_30days_othersavings_times_30dayssavings_times_30days_othersavings_amount_30dayssavings_place_30dayssavings_place_30days_othersave_12monthssave_purpose_12monthssave_purpose_12months_othersavings_times_12monthssavings_times_12months_othersavings_amount_12monthssavings_place_12monthssavings_place_12months_othersave_abilitysave_reasonsave_reason_otherbusiness_principlesbusiness_principles_otherbusiness_principles_appliedbusiness_principles_applied_otherpurchase_eggspurchase_beefconstruction_materialfuelgas_stoverefrigeratorfantelevisionborrowed_30daysborrowed_reasonreduce_foodunexpected_expensecurrent_wealthfuture_wealth
11332022-12-01T12:30:11.991Z2022-12-02T05:32:56.419Z352231112528232jwilliams@jmkconsultinggroup.orgTA_e1cc8107-39c2-4eee-b109-4ee6df79dd20.csv0.3824907934202278610115836061111669897967111.67E+09111017224011102110111116031212111212015 83801 311 2 5 8777528001 311 2 3 6 81 2 4 81111001117770234
11342022-12-01T16:58:37.890Z2022-12-02T06:25:43.033Z352231112528232jwilliams@jmkconsultinggroup.orgTA_e5aed457-574b-4386-82a2-27520650e86a.csvAA_e5aed457-574b-4386-82a2-27520650e86a_resp_reach.m4a0.4792840572022822101133021611116699140651116699140701110172246048201111117001212111211011 2 5 83501 311 2 5 8777483801 311 3 20081 41311000100214
11352022-12-01T14:49:34.708Z2022-12-02T06:07:50.847Z352231112528232jwilliams@jmkconsultinggroup.org-1026.398TA_e792a249-76e7-4f06-bdb0-22a1c86e73a0.csv0.702290076320202821011328699111166990631911166990632411101722301162011111133516611111215 87771224115777122413777Her shear butter business was not booming so she could not save all the time1 2 20031 20111000001234
11362022-12-01T12:47:13.201Z2022-12-02T06:12:06.317Z4bd90607523678e6jwilliams@jmkconsultinggroup.org-874.8300002TA_eb435f94-cc37-4d43-91dc-55f07b50951f.csv0.57700650762040659486679909611116698989691116698989872201306124128400111135015611 31511011 2 4 5 87771260111 2 4 877712601321 2 3 4 5 6 7 8100211000000333
11372022-12-01T15:30:51.881Z2022-12-02T06:12:43.834Z352231112528232jwilliams@jmkconsultinggroup.org-1491.03TA_ecd97719-9c6c-4f63-b354-624f0908fa31.csv0.567040756120202891011582575111166990879011166990879511101722461192011111960161211121515320314 5 200877748240311 31 41111000001244
11382022-12-01T15:49:13.164Z2022-12-02T05:38:14.331Z352232119406505jwilliams@jmkconsultinggroup.org-1248.342TA_ed29c883-b45c-4991-91cc-8e205666d4c6.csv0.890840652420358586750266801111669909925111669909929441044014801940111411001221111115011 5 20082752 777Mobile money accounts11 5 20081900777Mobile money accounts324 84 802110000110223
11392022-12-01T13:08:27.706Z2022-12-02T06:14:43.137Z4bd90607523678e6jwilliams@jmkconsultinggroup.org-695.7490001TA_ef9587f5-f93c-4b48-8043-913f2c7d6e4e.csvAA_ef9587f5-f93c-4b48-8043-913f2c7d6e4e_resp_reach.m4a0.610997963320406564866833007111166990043711166990044222013061465110312110156011 2 4 5 8340111 2 4 5 83601311 4 5 6 7 81 2 3 4 5 6 7 81111000017771122
11402022-12-01T13:44:49.723Z2022-12-02T05:59:35.678Z352231112528232jwilliams@jmkconsultinggroup.org-1803.137TA_f983504f-e0b6-4bdf-a745-f136df247b3f.csv0.627806975620203021011583573111166990238711166990239811101722400111201111115581612111777Both monthly and weekly115157777171 311 2 5 89998601 311 2 4 81 2 20030211000017771344
11412022-12-01T14:59:43.718Z2022-12-02T06:30:44.383Z4bd90607523678e6jwilliams@jmkconsultinggroup.org-491.2149999TA_fce01778-f922-4f61-881b-5ac11168a7ab.csvAA_fce01778-f922-4f61-881b-5ac11168a7ab_resp_reach.m4a0.608016304320406494866833243111166990693211166990693922013062480164001111450156000411 2 3 4 5 6 7 81001110000131122
11422022-12-01T15:15:35.975Z2022-12-02T05:37:34.407Z352232119406505jwilliams@jmkconsultinggroup.org-1377.828TA_fce4c1a4-4003-43c8-8dfa-e1bdcfed2969.csv0.67511591962035854675062013111166990788411166990788944104401560111401119999999911111 777Sell farm products151100151100211 5 200825002244 84 6 20081111001117771222